Multiple platform build/check report for BioC 3.19 - CHECK results for BASiCS on nebbiolo1

Hostname	OS	Arch (*)	R version	Installed pkgs
nebbiolo1	Linux (Ubuntu 22.04.3 LTS)	x86_64	4.4.0 (2024-04-24) -- "Puppy Cup"	4755
palomino3	Windows Server 2022 Datacenter	x64	4.4.0 (2024-04-24 ucrt) -- "Puppy Cup"	4489
lconway	macOS 12.7.1 Monterey	x86_64	4.4.0 (2024-04-24) -- "Puppy Cup"	4520
kjohnson3	macOS 13.6.5 Ventura	arm64	4.4.0 (2024-04-24) -- "Puppy Cup"	4466
Click on any hostname to see more info about the system (e.g. compilers) () as reported by 'uname -p', except on Windows and Mac OS X*

CHECK results for BASiCS on nebbiolo1

To the developers/maintainers of the BASiCS package:
- Allow up to 24 hours (and sometimes 48 hours) for your latest push to git@git.bioconductor.org:packages/BASiCS.git to reflect on this report. See Troubleshooting Build Report for more information.
- Use the following Renviron settings to reproduce errors and warnings.
- If 'R CMD check' started to fail recently on the Linux builder(s) over a missing dependency, add the missing dependency to 'Suggests:' in your DESCRIPTION file. See Renviron.bioc for more information.

raw results

Summary

Package: BASiCS

Version: 2.16.0

Command: /home/biocbuild/bbs-3.19-bioc/R/bin/R CMD check --install=check:BASiCS.install-out.txt --library=/home/biocbuild/bbs-3.19-bioc/R/site-library --timings BASiCS_2.16.0.tar.gz

StartedAt: 2024-06-05 20:44:42 -0400 (Wed, 05 Jun 2024)

EndedAt: 2024-06-05 20:54:42 -0400 (Wed, 05 Jun 2024)

EllapsedTime: 600.1 seconds

RetCode: 0

Status: OK

CheckDir: BASiCS.Rcheck

Warnings: 0

Command output

##############################################################################
##############################################################################
###
### Running command:
###
###   /home/biocbuild/bbs-3.19-bioc/R/bin/R CMD check --install=check:BASiCS.install-out.txt --library=/home/biocbuild/bbs-3.19-bioc/R/site-library --timings BASiCS_2.16.0.tar.gz
###
##############################################################################
##############################################################################


* using log directory ‘/home/biocbuild/bbs-3.19-bioc/meat/BASiCS.Rcheck’
* using R version 4.4.0 (2024-04-24)
* using platform: x86_64-pc-linux-gnu
* R was compiled by
    gcc (Ubuntu 11.4.0-1ubuntu1~22.04) 11.4.0
    GNU Fortran (Ubuntu 11.4.0-1ubuntu1~22.04) 11.4.0
* running under: Ubuntu 22.04.4 LTS
* using session charset: UTF-8
* checking for file ‘BASiCS/DESCRIPTION’ ... OK
* checking extension type ... Package
* this is package ‘BASiCS’ version ‘2.16.0’
* package encoding: UTF-8
* checking package namespace information ... OK
* checking package dependencies ... OK
* checking if this is a source package ... OK
* checking if there is a namespace ... OK
* checking for hidden files and directories ... OK
* checking for portable file names ... OK
* checking for sufficient/correct file permissions ... OK
* checking whether package ‘BASiCS’ can be installed ... OK
* used C++ compiler: ‘g++ (Ubuntu 11.4.0-1ubuntu1~22.04) 11.4.0’
* checking C++ specification ... NOTE
  Specified C++11: please drop specification unless essential
* checking installed package size ... NOTE
  installed size is  7.1Mb
  sub-directories of 1Mb or more:
    data   2.0Mb
    libs   4.2Mb
* checking package directory ... OK
* checking ‘build’ directory ... OK
* checking DESCRIPTION meta-information ... OK
* checking top-level files ... OK
* checking for left-over files ... OK
* checking index information ... OK
* checking package subdirectories ... OK
* checking code files for non-ASCII characters ... OK
* checking R files for syntax errors ... OK
* checking whether the package can be loaded ... OK
* checking whether the package can be loaded with stated dependencies ... OK
* checking whether the package can be unloaded cleanly ... OK
* checking whether the namespace can be loaded with stated dependencies ... OK
* checking whether the namespace can be unloaded cleanly ... OK
* checking loading without being on the library search path ... OK
* checking whether startup messages can be suppressed ... OK
* checking dependencies in R code ... OK
* checking S3 generic/method consistency ... OK
* checking replacement functions ... OK
* checking foreign function calls ... OK
* checking R code for possible problems ... OK
* checking Rd files ... OK
* checking Rd metadata ... OK
* checking Rd cross-references ... OK
* checking for missing documentation entries ... OK
* checking for code/documentation mismatches ... OK
* checking Rd \usage sections ... OK
* checking Rd contents ... OK
* checking for unstated dependencies in examples ... OK
* checking contents of ‘data’ directory ... OK
* checking data for non-ASCII characters ... OK
* checking data for ASCII and uncompressed saves ... OK
* checking line endings in C/C++/Fortran sources/headers ... OK
* checking line endings in Makefiles ... OK
* checking compilation flags in Makevars ... OK
* checking for GNU extensions in Makefiles ... OK
* checking for portable use of $(BLAS_LIBS) and $(LAPACK_LIBS) ... OK
* checking use of PKG_*FLAGS in Makefiles ... OK
* checking compiled code ... NOTE
Note: information on .o files is not available
* checking files in ‘vignettes’ ... OK
* checking examples ... OK
Examples with CPU (user + system) or elapsed time > 5s
                         user system elapsed
BASiCS_MCMC             7.616  0.492   8.108
BASiCS_TestDE           5.991  0.088   6.080
BASiCS_DivideAndConquer 3.650  0.076  19.113
* checking for unstated dependencies in ‘tests’ ... OK
* checking tests ...
  Running ‘testthat.R’
 OK
* checking for unstated dependencies in vignettes ... OK
* checking package vignettes ... OK
* checking re-building of vignette outputs ... OK
* checking PDF version of manual ... OK
* DONE

Status: 3 NOTEs
See
  ‘/home/biocbuild/bbs-3.19-bioc/meat/BASiCS.Rcheck/00check.log’
for details.

Installation output

BASiCS.Rcheck/00install.out

##############################################################################
##############################################################################
###
### Running command:
###
###   /home/biocbuild/bbs-3.19-bioc/R/bin/R CMD INSTALL BASiCS
###
##############################################################################
##############################################################################


* installing to library ‘/home/biocbuild/bbs-3.19-bioc/R/site-library’
* installing *source* package ‘BASiCS’ ...
** using staged installation
** libs
using C++ compiler: ‘g++ (Ubuntu 11.4.0-1ubuntu1~22.04) 11.4.0’
using C++11
g++ -std=gnu++11 -I"/home/biocbuild/bbs-3.19-bioc/R/include" -DNDEBUG  -I'/home/biocbuild/bbs-3.19-bioc/R/site-library/Rcpp/include' -I'/home/biocbuild/bbs-3.19-bioc/R/site-library/RcppArmadillo/include' -I/usr/local/include   -fopenmp -fpic  -g -O2  -Wall  -c BASiCS.cpp -o BASiCS.o
g++ -std=gnu++11 -I"/home/biocbuild/bbs-3.19-bioc/R/include" -DNDEBUG  -I'/home/biocbuild/bbs-3.19-bioc/R/site-library/Rcpp/include' -I'/home/biocbuild/bbs-3.19-bioc/R/site-library/RcppArmadillo/include' -I/usr/local/include   -fopenmp -fpic  -g -O2  -Wall  -c RcppExports.cpp -o RcppExports.o
g++ -std=gnu++11 -shared -L/home/biocbuild/bbs-3.19-bioc/R/lib -L/usr/local/lib -o BASiCS.so BASiCS.o RcppExports.o -llapack -L/home/biocbuild/bbs-3.19-bioc/R/lib -lRblas -lgfortran -lm -lquadmath -fopenmp -L/home/biocbuild/bbs-3.19-bioc/R/lib -lR
installing to /home/biocbuild/bbs-3.19-bioc/R/site-library/00LOCK-BASiCS/00new/BASiCS/libs
** R
** data
** inst
** byte-compile and prepare package for lazy loading
** help
*** installing help indices
** building package indices
** installing vignettes
** testing if installed package can be loaded from temporary location
** checking absolute paths in shared objects and dynamic libraries
** testing if installed package can be loaded from final location
** testing if installed package keeps a record of temporary installation path
* DONE (BASiCS)

Tests output

BASiCS.Rcheck/tests/testthat.Rout


R version 4.4.0 (2024-04-24) -- "Puppy Cup"
Copyright (C) 2024 The R Foundation for Statistical Computing
Platform: x86_64-pc-linux-gnu

R is free software and comes with ABSOLUTELY NO WARRANTY.
You are welcome to redistribute it under certain conditions.
Type 'license()' or 'licence()' for distribution details.

R is a collaborative project with many contributors.
Type 'contributors()' for more information and
'citation()' on how to cite R or R packages in publications.

Type 'demo()' for some demos, 'help()' for on-line help, or
'help.start()' for an HTML browser interface to help.
Type 'q()' to quit R.

> library(testthat)
> library(BASiCS)
Loading required package: SingleCellExperiment
Loading required package: SummarizedExperiment
Loading required package: MatrixGenerics
Loading required package: matrixStats

Attaching package: 'MatrixGenerics'

The following objects are masked from 'package:matrixStats':

    colAlls, colAnyNAs, colAnys, colAvgsPerRowSet, colCollapse,
    colCounts, colCummaxs, colCummins, colCumprods, colCumsums,
    colDiffs, colIQRDiffs, colIQRs, colLogSumExps, colMadDiffs,
    colMads, colMaxs, colMeans2, colMedians, colMins, colOrderStats,
    colProds, colQuantiles, colRanges, colRanks, colSdDiffs, colSds,
    colSums2, colTabulates, colVarDiffs, colVars, colWeightedMads,
    colWeightedMeans, colWeightedMedians, colWeightedSds,
    colWeightedVars, rowAlls, rowAnyNAs, rowAnys, rowAvgsPerColSet,
    rowCollapse, rowCounts, rowCummaxs, rowCummins, rowCumprods,
    rowCumsums, rowDiffs, rowIQRDiffs, rowIQRs, rowLogSumExps,
    rowMadDiffs, rowMads, rowMaxs, rowMeans2, rowMedians, rowMins,
    rowOrderStats, rowProds, rowQuantiles, rowRanges, rowRanks,
    rowSdDiffs, rowSds, rowSums2, rowTabulates, rowVarDiffs, rowVars,
    rowWeightedMads, rowWeightedMeans, rowWeightedMedians,
    rowWeightedSds, rowWeightedVars

Loading required package: GenomicRanges
Loading required package: stats4
Loading required package: BiocGenerics

Attaching package: 'BiocGenerics'

The following objects are masked from 'package:stats':

    IQR, mad, sd, var, xtabs

The following objects are masked from 'package:base':

    Filter, Find, Map, Position, Reduce, anyDuplicated, aperm, append,
    as.data.frame, basename, cbind, colnames, dirname, do.call,
    duplicated, eval, evalq, get, grep, grepl, intersect, is.unsorted,
    lapply, mapply, match, mget, order, paste, pmax, pmax.int, pmin,
    pmin.int, rank, rbind, rownames, sapply, setdiff, table, tapply,
    union, unique, unsplit, which.max, which.min

Loading required package: S4Vectors

Attaching package: 'S4Vectors'

The following object is masked from 'package:utils':

    findMatches

The following objects are masked from 'package:base':

    I, expand.grid, unname

Loading required package: IRanges
Loading required package: GenomeInfoDb
Loading required package: Biobase
Welcome to Bioconductor

    Vignettes contain introductory material; view with
    'browseVignettes()'. To cite Bioconductor, see
    'citation("Biobase")', and for packages 'citation("pkgname")'.


Attaching package: 'Biobase'

The following object is masked from 'package:MatrixGenerics':

    rowMedians

The following objects are masked from 'package:matrixStats':

    anyMissing, rowMedians

    Welcome to 'BASiCS'. If you used 'BASiCS' before its release in
    Bioconductor, please visit:
    https://github.com/catavallejos/BASiCS/wiki.
> 
> test_check("BASiCS")
-------------------------------------------------------------
Log-fold change thresholds are now set in a log2 scale. 
Original BASiCS release used a natural logarithm scale.
-------------------------------------------------------------
Offset estimate: 0.6714
(ratio SC vs P&S).
-------------------------------------------------------------

-------------------------------------------------------------
Log-fold change thresholds are now set in a log2 scale. 
Original BASiCS release used a natural logarithm scale.
-------------------------------------------------------------
Offset estimate: 0.6714
(ratio SC vs P&S).
To visualise its effect, please use 'PlotOffset = TRUE'.
-------------------------------------------------------------

-------------------------------------------------------------
Log-fold change thresholds are now set in a log2 scale. 
Original BASiCS release used a natural logarithm scale.
-------------------------------------------------------------
Offset estimate: 0.6714
(ratio Group1 vs Group2).
To visualise its effect, please use 'PlotOffset = TRUE'.
-------------------------------------------------------------

For Differential mean task:
the posterior probability threshold chosen via EFDR calibration is too low.
Probability threshold automatically set equal to 'ProbThresholdM'.
EFDR calibration failed for Differential dispersion task. 
Probability threshold automatically set equal to 'ProbThresholdD'.
-------------------------------------------------------------
Log-fold change thresholds are now set in a log2 scale. 
Original BASiCS release used a natural logarithm scale.
-------------------------------------------------------------
Offset estimate: 0.6714
(ratio SC vs P&S).
To visualise its effect, please use 'PlotOffset = TRUE'.
-------------------------------------------------------------

-------------------------------------------------------------
Log-fold change thresholds are now set in a log2 scale. 
Original BASiCS release used a natural logarithm scale.
-------------------------------------------------------------
Offset estimate: 0.6714
(ratio Group1 vs Group2).
-------------------------------------------------------------

For Differential mean task:
the posterior probability threshold chosen via EFDR calibration is too low.
Probability threshold automatically set equal to 'ProbThresholdM'.
EFDR calibration failed for Differential dispersion task. 
Probability threshold automatically set equal to 'ProbThresholdD'.
-------------------------------------------------------------
Log-fold change thresholds are now set in a log2 scale. 
Original BASiCS release used a natural logarithm scale.
-------------------------------------------------------------
Offset estimate: 0.6714
(ratio SC vs P&S).
To visualise its effect, please use 'PlotOffset = TRUE'.
-------------------------------------------------------------

-------------------------------------------------------------
Log-fold change thresholds are now set in a log2 scale. 
Original BASiCS release used a natural logarithm scale.
-------------------------------------------------------------
Offset estimate: 0.6714
(ratio SC vs P&S).
To visualise its effect, please use 'PlotOffset = TRUE'.
-------------------------------------------------------------

-------------------------------------------------------------
Log-fold change thresholds are now set in a log2 scale. 
Original BASiCS release used a natural logarithm scale.
-------------------------------------------------------------
Offset estimate: 0.6787
(ratio SC vs P&S).
To visualise its effect, please use 'PlotOffset = TRUE'.
-------------------------------------------------------------

-------------------------------------------------------------
Log-fold change thresholds are now set in a log2 scale. 
Original BASiCS release used a natural logarithm scale.
-------------------------------------------------------------
Log-fold change thresholds are now set in a log2 scale. 
Original BASiCS release used a natural logarithm scale.
-------------------------------------------------------------
Offset estimate: 0.6787
(ratio Group1 vs Group2).
To visualise its effect, please use 'PlotOffset = TRUE'.
-------------------------------------------------------------

-------------------------------------------------------------
Log-fold change thresholds are now set in a log2 scale. 
Original BASiCS release used a natural logarithm scale.
-------------------------------------------------------------
Offset estimate: 0.6787
(ratio Group1 vs Group2).
To visualise its effect, please use 'PlotOffset = TRUE'.
-------------------------------------------------------------

EFDR calibration failed for Differential mean task. 
Probability threshold automatically set equal to 'ProbThresholdM'.
EFDR calibration failed for Differential dispersion task. 
Probability threshold automatically set equal to 'ProbThresholdD'.
For Differential residual dispersion task:
the posterior probability threshold chosen via EFDR calibration is too low.
Probability threshold automatically set equal to 'ProbThresholdR'.
-------------------------------------------------------------
Log-fold change thresholds are now set in a log2 scale. 
Original BASiCS release used a natural logarithm scale.
-------------------------------------------------------------
Offset estimate: 0.6787
(ratio SC vs P&S).
To visualise its effect, please use 'PlotOffset = TRUE'.
-------------------------------------------------------------

-------------------------------------------------------------
Log-fold change thresholds are now set in a log2 scale. 
Original BASiCS release used a natural logarithm scale.
-------------------------------------------------------------
Offset estimate: 0.6787
(ratio Group1 vs Group2).
To visualise its effect, please use 'PlotOffset = TRUE'.
-------------------------------------------------------------

EFDR calibration failed for Differential mean task. 
Probability threshold automatically set equal to 'ProbThresholdM'.
EFDR calibration failed for Differential dispersion task. 
Probability threshold automatically set equal to 'ProbThresholdD'.
For Differential residual dispersion task:
the posterior probability threshold chosen via EFDR calibration is too low.
Probability threshold automatically set equal to 'ProbThresholdR'.
altExp 'spike-ins' is assumed to contain spike-in genes.
see help(altExp) for details. 

Running with spikes BASiCS sampler (regression case) ... 

-------------------------------------------------------------
MCMC running time 
-------------------------------------------------------------
user: 0.011
system: 0
elapsed: 0.011

-------------------------------------------------------------
Output 
-------------------------------------------------------------

-------------------------------------------------------------
BASiCS version 2.16.0 : 
vertical integration (spikes case) 
-------------------------------------------------------------

altExp 'spike-ins' is assumed to contain spike-in genes.
see help(altExp) for details. 

Running with spikes BASiCS sampler (regression case) ... 

-------------------------------------------------------------
MCMC running time 
-------------------------------------------------------------
user: 0.009
system: 0
elapsed: 0.01

-------------------------------------------------------------
Output 
-------------------------------------------------------------

-------------------------------------------------------------
BASiCS version 2.16.0 : 
vertical integration (spikes case) 
-------------------------------------------------------------

altExp 'spike-ins' is assumed to contain spike-in genes.
see help(altExp) for details. 

altExp 'spike-ins' is assumed to contain spike-in genes.
see help(altExp) for details. 

Running with spikes BASiCS sampler (regression case) ... 

-------------------------------------------------------------
MCMC running time 
-------------------------------------------------------------
user: 0.01
system: 0
elapsed: 0.01

-------------------------------------------------------------
Output 
-------------------------------------------------------------

-------------------------------------------------------------
BASiCS version 2.16.0 : 
vertical integration (spikes case) 
-------------------------------------------------------------

altExp 'spike-ins' is assumed to contain spike-in genes.
see help(altExp) for details. 

Running with spikes BASiCS sampler (regression case) ... 

-------------------------------------------------------------
MCMC running time 
-------------------------------------------------------------
user: 0.01
system: 0
elapsed: 0.009

-------------------------------------------------------------
Output 
-------------------------------------------------------------

-------------------------------------------------------------
BASiCS version 2.16.0 : 
vertical integration (spikes case) 
-------------------------------------------------------------

Combining batch posteriors for mu
Combining batch posteriors for delta
Combining batch posteriors for phi
Combining batch posteriors for s
Combining batch posteriors for nu
Combining batch posteriors for theta
Combining batch posteriors for beta
Combining batch posteriors for sigma2
Combining batch posteriors for epsilon
Combining batch posteriors for RBFLocations
altExp 'spike-ins' is assumed to contain spike-in genes.
see help(altExp) for details. 

altExp 'spike-ins' is assumed to contain spike-in genes.
see help(altExp) for details. 

-------------------------------------------------------------
NOTE: default choice PriorDelta = 'log-normal'  (recommended value). 
Vallejos et al (2015) used a 'gamma' prior instead.
-------------------------------------------------------------

Running with spikes BASiCS sampler (no regression) ... 

-------------------------------------------------------------
MCMC running time 
-------------------------------------------------------------
user: 0.01
system: 0
elapsed: 0.011

-------------------------------------------------------------
Output 
-------------------------------------------------------------

-------------------------------------------------------------
BASiCS version 2.16.0 : 
vertical integration (spikes case) 
-------------------------------------------------------------

altExp 'spike-ins' is assumed to contain spike-in genes.
see help(altExp) for details. 

-------------------------------------------------------------
NOTE: default choice PriorDelta = 'log-normal'  (recommended value). 
Vallejos et al (2015) used a 'gamma' prior instead.
-------------------------------------------------------------

Running with spikes BASiCS sampler (no regression) ... 

-------------------------------------------------------------
MCMC running time 
-------------------------------------------------------------
user: 0.008
system: 0
elapsed: 0.008

-------------------------------------------------------------
Output 
-------------------------------------------------------------

-------------------------------------------------------------
BASiCS version 2.16.0 : 
vertical integration (spikes case) 
-------------------------------------------------------------

Combining batch posteriors for mu
Combining batch posteriors for delta
Combining batch posteriors for phi
Combining batch posteriors for s
Combining batch posteriors for nu
Combining batch posteriors for theta
Running no spikes BASiCS sampler (regression case) ... 

-------------------------------------------------------------
MCMC running time 
-------------------------------------------------------------
user: 0.01
system: 0
elapsed: 0.01

-------------------------------------------------------------
Output 
-------------------------------------------------------------

Running no spikes BASiCS sampler (regression case) ... 

-------------------------------------------------------------
MCMC running time 
-------------------------------------------------------------
user: 0.008
system: 0
elapsed: 0.009

-------------------------------------------------------------
Output 
-------------------------------------------------------------

Combining batch posteriors for mu
Combining batch posteriors for delta
Combining batch posteriors for s
Combining batch posteriors for nu
Combining batch posteriors for theta
Combining batch posteriors for beta
Combining batch posteriors for sigma2
Combining batch posteriors for epsilon
Combining batch posteriors for RBFLocations
-------------------------------------------------------------
NOTE: default choice PriorDelta = 'log-normal'  (recommended value). 
Vallejos et al (2015) used a 'gamma' prior instead.
-------------------------------------------------------------

Running no spikes BASiCS sampler (no regression) ... 

-------------------------------------------------------------
MCMC running time 
-------------------------------------------------------------
user: 0.009
system: 0.001
elapsed: 0.009

-------------------------------------------------------------
Output 
-------------------------------------------------------------

-------------------------------------------------------------
NOTE: default choice PriorDelta = 'log-normal'  (recommended value). 
Vallejos et al (2015) used a 'gamma' prior instead.
-------------------------------------------------------------

Running no spikes BASiCS sampler (no regression) ... 

-------------------------------------------------------------
MCMC running time 
-------------------------------------------------------------
user: 0.008
system: 0
elapsed: 0.007

-------------------------------------------------------------
Output 
-------------------------------------------------------------

Combining batch posteriors for mu
Combining batch posteriors for delta
Combining batch posteriors for s
Combining batch posteriors for nu
Combining batch posteriors for theta
altExp 'spike-ins' is assumed to contain spike-in genes.
see help(altExp) for details. 

altExp 'spike-ins' is assumed to contain spike-in genes.
see help(altExp) for details. 

Running with spikes BASiCS sampler (regression case) ... 

-------------------------------------------------------------
MCMC running time 
-------------------------------------------------------------
user: 0.012
system: 0
elapsed: 0.012

-------------------------------------------------------------
Output 
-------------------------------------------------------------

-------------------------------------------------------------
BASiCS version 2.16.0 : 
vertical integration (spikes case) 
-------------------------------------------------------------

altExp 'spike-ins' is assumed to contain spike-in genes.
see help(altExp) for details. 

Running with spikes BASiCS sampler (regression case) ... 

-------------------------------------------------------------
MCMC running time 
-------------------------------------------------------------
user: 0.009
system: 0
elapsed: 0.008

-------------------------------------------------------------
Output 
-------------------------------------------------------------

-------------------------------------------------------------
BASiCS version 2.16.0 : 
vertical integration (spikes case) 
-------------------------------------------------------------

Combining batch posteriors for mu
Combining batch posteriors for delta
Combining batch posteriors for phi
Combining batch posteriors for s
Combining batch posteriors for nu
Combining batch posteriors for theta
Combining batch posteriors for beta
Combining batch posteriors for sigma2
Combining batch posteriors for epsilon
Combining batch posteriors for RBFLocations
altExp 'spike-ins' is assumed to contain spike-in genes.
see help(altExp) for details. 

altExp 'spike-ins' is assumed to contain spike-in genes.
see help(altExp) for details. 

-------------------------------------------------------------
NOTE: default choice PriorDelta = 'log-normal'  (recommended value). 
Vallejos et al (2015) used a 'gamma' prior instead.
-------------------------------------------------------------

Running with spikes BASiCS sampler (no regression) ... 

-------------------------------------------------------------
MCMC running time 
-------------------------------------------------------------
user: 0.009
system: 0
elapsed: 0.009

-------------------------------------------------------------
Output 
-------------------------------------------------------------

-------------------------------------------------------------
BASiCS version 2.16.0 : 
vertical integration (spikes case) 
-------------------------------------------------------------

altExp 'spike-ins' is assumed to contain spike-in genes.
see help(altExp) for details. 

-------------------------------------------------------------
NOTE: default choice PriorDelta = 'log-normal'  (recommended value). 
Vallejos et al (2015) used a 'gamma' prior instead.
-------------------------------------------------------------

Running with spikes BASiCS sampler (no regression) ... 

-------------------------------------------------------------
MCMC running time 
-------------------------------------------------------------
user: 0.008
system: 0
elapsed: 0.008

-------------------------------------------------------------
Output 
-------------------------------------------------------------

-------------------------------------------------------------
BASiCS version 2.16.0 : 
vertical integration (spikes case) 
-------------------------------------------------------------

Combining batch posteriors for mu
Combining batch posteriors for delta
Combining batch posteriors for phi
Combining batch posteriors for s
Combining batch posteriors for nu
Combining batch posteriors for theta
Running no spikes BASiCS sampler (regression case) ... 

-------------------------------------------------------------
MCMC running time 
-------------------------------------------------------------
user: 0.011
system: 0
elapsed: 0.011

-------------------------------------------------------------
Output 
-------------------------------------------------------------

Running no spikes BASiCS sampler (regression case) ... 

-------------------------------------------------------------
MCMC running time 
-------------------------------------------------------------
user: 0.008
system: 0
elapsed: 0.008

-------------------------------------------------------------
Output 
-------------------------------------------------------------

Combining batch posteriors for mu
Combining batch posteriors for delta
Combining batch posteriors for s
Combining batch posteriors for nu
Combining batch posteriors for theta
Combining batch posteriors for beta
Combining batch posteriors for sigma2
Combining batch posteriors for epsilon
Combining batch posteriors for RBFLocations
-------------------------------------------------------------
NOTE: default choice PriorDelta = 'log-normal'  (recommended value). 
Vallejos et al (2015) used a 'gamma' prior instead.
-------------------------------------------------------------

Running no spikes BASiCS sampler (no regression) ... 

-------------------------------------------------------------
MCMC running time 
-------------------------------------------------------------
user: 0.008
system: 0
elapsed: 0.008

-------------------------------------------------------------
Output 
-------------------------------------------------------------

-------------------------------------------------------------
NOTE: default choice PriorDelta = 'log-normal'  (recommended value). 
Vallejos et al (2015) used a 'gamma' prior instead.
-------------------------------------------------------------

Running no spikes BASiCS sampler (no regression) ... 

-------------------------------------------------------------
MCMC running time 
-------------------------------------------------------------
user: 0.008
system: 0
elapsed: 0.008

-------------------------------------------------------------
Output 
-------------------------------------------------------------

Combining batch posteriors for mu
Combining batch posteriors for delta
Combining batch posteriors for s
Combining batch posteriors for nu
Combining batch posteriors for theta
-------------------------------------------------------------
NOTE: default choice PriorDelta = 'log-normal'  (recommended value). 
Vallejos et al (2015) used a 'gamma' prior instead.
-------------------------------------------------------------

Running no spikes BASiCS sampler (no regression) ... 

-------------------------------------------------------------
MCMC running time 
-------------------------------------------------------------
user: 0.011
system: 0
elapsed: 0.011

-------------------------------------------------------------
Output 
-------------------------------------------------------------

altExp 'spike-ins' is assumed to contain spike-in genes.
see help(altExp) for details. 

Running with spikes BASiCS sampler (regression case) ... 

-------------------------------------------------------------
MCMC running time 
-------------------------------------------------------------
user: 0.051
system: 0
elapsed: 0.051

-------------------------------------------------------------
Output 
-------------------------------------------------------------

-------------------------------------------------------------
BASiCS version 2.16.0 : 
vertical integration (spikes case) 
-------------------------------------------------------------

altExp 'spike-ins' is assumed to contain spike-in genes.
see help(altExp) for details. 

Running with spikes BASiCS sampler (regression case) ... 

-------------------------------------------------------------
MCMC running time 
-------------------------------------------------------------
user: 0.053
system: 0
elapsed: 0.053

-------------------------------------------------------------
Output 
-------------------------------------------------------------

-------------------------------------------------------------
BASiCS version 2.16.0 : 
vertical integration (spikes case) 
-------------------------------------------------------------

Combining batch posteriors for mu
Combining batch posteriors for delta
Combining batch posteriors for phi
Combining batch posteriors for s
Combining batch posteriors for nu
Combining batch posteriors for theta
Combining batch posteriors for beta
Combining batch posteriors for sigma2
Combining batch posteriors for epsilon
Combining batch posteriors for RBFLocations
Combining batch posteriors for mu
Combining batch posteriors for delta
Combining batch posteriors for phi
Combining batch posteriors for s
Combining batch posteriors for nu
Combining batch posteriors for theta
Combining batch posteriors for beta
Combining batch posteriors for sigma2
Combining batch posteriors for epsilon
Combining batch posteriors for RBFLocations
Combining batch posteriors for mu
Combining batch posteriors for mu
Combining batch posteriors for delta
Combining batch posteriors for phi
Combining batch posteriors for s
Combining batch posteriors for nu
Combining batch posteriors for theta
Cannot find a balanced split with 9 quantiles, trying again with 8
altExp 'spike-ins' is assumed to contain spike-in genes.
see help(altExp) for details. 

Running with spikes BASiCS sampler (regression case) ... 

-------------------------------------------------------------
MCMC running time 
-------------------------------------------------------------
user: 0.054
system: 0
elapsed: 0.054

-------------------------------------------------------------
Output 
-------------------------------------------------------------

-------------------------------------------------------------
BASiCS version 2.16.0 : 
vertical integration (spikes case) 
-------------------------------------------------------------

altExp 'spike-ins' is assumed to contain spike-in genes.
see help(altExp) for details. 

Running with spikes BASiCS sampler (regression case) ... 

-------------------------------------------------------------
MCMC running time 
-------------------------------------------------------------
user: 0.045
system: 0
elapsed: 0.045

-------------------------------------------------------------
Output 
-------------------------------------------------------------

-------------------------------------------------------------
BASiCS version 2.16.0 : 
vertical integration (spikes case) 
-------------------------------------------------------------

Generating partitions...
Starting MCMC...
-------------------------------------------------------------
NOTE: default choice PriorDelta = 'log-normal'  (recommended value). 
Vallejos et al (2015) used a 'gamma' prior instead.
-------------------------------------------------------------

Running no spikes BASiCS sampler (no regression) ... 

-----------------------------------------------------
MCMC sampler has been started: 200 iterations to go.
-----------------------------------------------------
RefGene: 16
RefGene: 13
RefGene: 11
RefGene: 43
RefGene: 0
RefGene: 11
RefGene: 31
RefGene: 39
RefGene: 43
RefGene: 11
RefGene: 11
RefGene: 43
RefGene: 11
RefGene: 43
RefGene: 0
RefGene: 17
RefGene: 11
RefGene: 13
RefGene: 11
RefGene: 43
RefGene: 39
RefGene: 13
RefGene: 44
RefGene: 13
RefGene: 11
RefGene: 31
RefGene: 31
RefGene: 17
RefGene: 0
RefGene: 44
RefGene: 11
RefGene: 11
RefGene: 13
RefGene: 31
RefGene: 17
RefGene: 13
RefGene: 44
RefGene: 0
RefGene: 16
RefGene: 15
RefGene: 11
RefGene: 0
RefGene: 15
RefGene: 43
RefGene: 31
RefGene: 44
RefGene: 0
RefGene: 11
RefGene: 11
RefGene: 15
RefGene: 43
RefGene: 31
RefGene: 39
RefGene: 13
RefGene: 0
RefGene: 0
RefGene: 44
RefGene: 0
RefGene: 43
RefGene: 43
RefGene: 17
RefGene: 13
RefGene: 39
RefGene: 11
RefGene: 0
RefGene: 39
RefGene: 13
RefGene: 31
RefGene: 16
RefGene: 16
RefGene: 44
RefGene: 43
RefGene: 17
RefGene: 11
RefGene: 31
RefGene: 11
RefGene: 44
RefGene: 17
RefGene: 43
RefGene: 16
RefGene: 0
RefGene: 0
RefGene: 31
RefGene: 11
RefGene: 43
RefGene: 31
RefGene: 31
RefGene: 15
RefGene: 15
RefGene: 43
RefGene: 43
RefGene: 13
RefGene: 43
RefGene: 16
RefGene: 16
RefGene: 44
RefGene: 43
RefGene: 13
RefGene: 11
RefGene: 0
-----------------------------------------------------
End of Burn-in period.
-----------------------------------------------------
RefGene: 13
RefGene: 31
RefGene: 16
RefGene: 16
RefGene: 16
RefGene: 0
RefGene: 44
RefGene: 15
RefGene: 39
RefGene: 44
RefGene: 11
RefGene: 43
RefGene: 13
RefGene: 11
RefGene: 17
RefGene: 43
RefGene: 44
RefGene: 43
RefGene: 0
RefGene: 11
RefGene: 43
RefGene: 15
RefGene: 31
RefGene: 11
RefGene: 44
RefGene: 44
RefGene: 43
RefGene: 0
RefGene: 43
RefGene: 0
RefGene: 17
RefGene: 13
RefGene: 11
RefGene: 17
RefGene: 11
RefGene: 13
RefGene: 13
RefGene: 15
RefGene: 44
RefGene: 15
RefGene: 44
RefGene: 0
RefGene: 0
RefGene: 17
RefGene: 17
RefGene: 0
RefGene: 31
RefGene: 44
RefGene: 39
RefGene: 0
RefGene: 31
RefGene: 0
RefGene: 11
RefGene: 31
RefGene: 13
RefGene: 31
RefGene: 13
RefGene: 16
RefGene: 17
RefGene: 43
RefGene: 0
RefGene: 31
RefGene: 0
RefGene: 0
RefGene: 15
RefGene: 43
RefGene: 31
RefGene: 44
RefGene: 16
RefGene: 17
RefGene: 15
RefGene: 11
RefGene: 15
RefGene: 44
RefGene: 44
RefGene: 11
RefGene: 16
RefGene: 31
RefGene: 16
RefGene: 39
RefGene: 11
RefGene: 11
RefGene: 15
RefGene: 0
RefGene: 15
RefGene: 0
RefGene: 17
RefGene: 15
RefGene: 16
RefGene: 43
RefGene: 0
RefGene: 44
RefGene: 11
RefGene: 39
RefGene: 39
RefGene: 15
RefGene: 17
RefGene: 43
RefGene: 44
RefGene: 0
 
-----------------------------------------------------
-----------------------------------------------------
All 200 MCMC iterations have been completed.
-----------------------------------------------------
-----------------------------------------------------
 
-----------------------------------------------------
Please see below a summary of the overall acceptance rates.
-----------------------------------------------------
 
Minimum acceptance rate among mu[i]'s: 0.12
Average acceptance rate among mu[i]'s: 0.5
Maximum acceptance rate among mu[i]'s: 0.73
 
 
Minimum acceptance rate among delta[i]'s: 0.53
Average acceptance rate among delta[i]'s: 0.6768
Maximum acceptance rate among delta[i]'s: 0.84
 
 
Minimum acceptance rate among nu[jk]'s: 0.82
Average acceptance rate among nu[jk]'s: 0.9523
Maximum acceptance rate among nu[jk]'s: 1
 
 
Minimum acceptance rate among theta[k]'s: 0
Average acceptance rate among theta[k]'s: 0.46
Maximum acceptance rate among theta[k]'s: 0.92
 
-----------------------------------------------------
 
-------------------------------------------------------------
MCMC running time 
-------------------------------------------------------------
user: 0.162
system: 0
elapsed: 0.162

-------------------------------------------------------------
Output 
-------------------------------------------------------------


-------------------------------------------------------------
NOTE: default choice PriorDelta = 'log-normal'  (recommended value). 
Vallejos et al (2015) used a 'gamma' prior instead.
-------------------------------------------------------------

Running no spikes BASiCS sampler (no regression) ... 

-----------------------------------------------------
MCMC sampler has been started: 200 iterations to go.
-----------------------------------------------------
RefGene: 11
RefGene: 36
RefGene: 23
RefGene: 11
RefGene: 23
RefGene: 14
RefGene: 23
RefGene: 14
RefGene: 22
RefGene: 10
RefGene: 36
RefGene: 47
RefGene: 19
RefGene: 11
RefGene: 10
RefGene: 22
RefGene: 9
RefGene: 22
RefGene: 14
RefGene: 49
RefGene: 19
RefGene: 10
RefGene: 47
RefGene: 23
RefGene: 14
RefGene: 23
RefGene: 49
RefGene: 9
RefGene: 23
RefGene: 10
RefGene: 14
RefGene: 9
RefGene: 22
RefGene: 11
RefGene: 47
RefGene: 19
RefGene: 49
RefGene: 19
RefGene: 10
RefGene: 19
RefGene: 19
RefGene: 23
RefGene: 14
RefGene: 36
RefGene: 10
RefGene: 10
RefGene: 10
RefGene: 23
RefGene: 10
RefGene: 19
RefGene: 11
RefGene: 19
RefGene: 14
RefGene: 9
RefGene: 10
RefGene: 36
RefGene: 10
RefGene: 23
RefGene: 36
RefGene: 47
RefGene: 10
RefGene: 10
RefGene: 9
RefGene: 11
RefGene: 14
RefGene: 22
RefGene: 47
RefGene: 23
RefGene: 19
RefGene: 11
RefGene: 14
RefGene: 36
RefGene: 23
RefGene: 11
RefGene: 49
RefGene: 22
RefGene: 9
RefGene: 47
RefGene: 36
RefGene: 47
RefGene: 22
RefGene: 23
RefGene: 10
RefGene: 14
RefGene: 10
RefGene: 23
RefGene: 49
RefGene: 23
RefGene: 49
RefGene: 10
RefGene: 22
RefGene: 19
RefGene: 47
RefGene: 36
RefGene: 23
RefGene: 19
RefGene: 10
RefGene: 11
RefGene: 36
RefGene: 36
-----------------------------------------------------
End of Burn-in period.
-----------------------------------------------------
RefGene: 19
RefGene: 9
RefGene: 49
RefGene: 9
RefGene: 22
RefGene: 49
RefGene: 11
RefGene: 19
RefGene: 36
RefGene: 36
RefGene: 23
RefGene: 47
RefGene: 36
RefGene: 49
RefGene: 49
RefGene: 11
RefGene: 36
RefGene: 10
RefGene: 19
RefGene: 47
RefGene: 11
RefGene: 47
RefGene: 22
RefGene: 47
RefGene: 22
RefGene: 14
RefGene: 36
RefGene: 47
RefGene: 10
RefGene: 14
RefGene: 22
RefGene: 36
RefGene: 36
RefGene: 47
RefGene: 11
RefGene: 22
RefGene: 36
RefGene: 9
RefGene: 10
RefGene: 14
RefGene: 10
RefGene: 10
RefGene: 22
RefGene: 49
RefGene: 10
RefGene: 36
RefGene: 19
RefGene: 22
RefGene: 49
RefGene: 11
RefGene: 11
RefGene: 11
RefGene: 22
RefGene: 49
RefGene: 9
RefGene: 22
RefGene: 49
RefGene: 49
RefGene: 11
RefGene: 23
RefGene: 49
RefGene: 11
RefGene: 49
RefGene: 22
RefGene: 49
RefGene: 10
RefGene: 14
RefGene: 36
RefGene: 49
RefGene: 10
RefGene: 19
RefGene: 23
RefGene: 19
RefGene: 49
RefGene: 9
RefGene: 11
RefGene: 23
RefGene: 19
RefGene: 36
RefGene: 23
RefGene: 47
RefGene: 11
RefGene: 47
RefGene: 49
RefGene: 9
RefGene: 10
RefGene: 14
RefGene: 11
RefGene: 49
RefGene: 23
RefGene: 9
RefGene: 14
RefGene: 9
RefGene: 49
RefGene: 9
RefGene: 19
RefGene: 10
RefGene: 11
RefGene: 47
RefGene: 22
 
-----------------------------------------------------
-----------------------------------------------------
All 200 MCMC iterations have been completed.
-----------------------------------------------------
-----------------------------------------------------
 
-----------------------------------------------------
Please see below a summary of the overall acceptance rates.
-----------------------------------------------------
 
Minimum acceptance rate among mu[i]'s: 0.17
Average acceptance rate among mu[i]'s: 0.5138
Maximum acceptance rate among mu[i]'s: 0.82
 
 
Minimum acceptance rate among delta[i]'s: 0.55
Average acceptance rate among delta[i]'s: 0.6762
Maximum acceptance rate among delta[i]'s: 0.81
 
 
Minimum acceptance rate among nu[jk]'s: 0.84
Average acceptance rate among nu[jk]'s: 0.958
Maximum acceptance rate among nu[jk]'s: 1
 
 
Minimum acceptance rate among theta[k]'s: 0
Average acceptance rate among theta[k]'s: 0.41
Maximum acceptance rate among theta[k]'s: 0.82
 
-----------------------------------------------------
 
-------------------------------------------------------------
MCMC running time 
-------------------------------------------------------------
user: 0.164
system: 0
elapsed: 0.164

-------------------------------------------------------------
Output 
-------------------------------------------------------------


Combining batch posteriors for mu
Combining batch posteriors for delta
Combining batch posteriors for s

Combining batch posteriors for nu
Combining batch posteriors for theta

sumAux (line 117): 146.424
sumAux (line 117): 136.459
For LVG detection task:
the posterior probability threshold chosen via EFDR calibration is too low.
Probability threshold automatically set equal to 'ProbThreshold'.
For LVG detection task:
the posterior probability threshold chosen via EFDR calibration is too low.
Probability threshold automatically set equal to 'ProbThreshold'.
For LVG detection task:
the posterior probability threshold chosen via EFDR calibration is too low.
Probability threshold automatically set equal to 'ProbThreshold'.
Evaluating variance contribution threshold = 25 % ... 

Evaluating variance contribution threshold = 50 % ... 

Evaluating variance contribution threshold = 75 % ... 

Evaluating variance contribution threshold = 25 % ... 

Evaluating variance contribution threshold = 50 % ... 

Evaluating variance contribution threshold = 75 % ... 

For LVG detection task:
the posterior probability threshold chosen via EFDR calibration is too low.
Probability threshold automatically set equal to 'ProbThreshold'.
altExp 'spike-ins' is assumed to contain spike-in genes.
see help(altExp) for details. 

altExp 'spike-ins' is assumed to contain spike-in genes.
see help(altExp) for details. 

altExp 'spike-ins' is assumed to contain spike-in genes.
see help(altExp) for details. 

altExp 'spike-ins' is assumed to contain spike-in genes.
see help(altExp) for details. 

altExp 'spike-ins' is assumed to contain spike-in genes.
see help(altExp) for details. 

Running with spikes BASiCS sampler (regression case) ... 

-------------------------------------------------------------
MCMC running time 
-------------------------------------------------------------
user: 0.005
system: 0
elapsed: 0.006

-------------------------------------------------------------
Output 
-------------------------------------------------------------

-------------------------------------------------------------
BASiCS version 2.16.0 : 
vertical integration (spikes case) 
-------------------------------------------------------------

altExp 'spike-ins' is assumed to contain spike-in genes.
see help(altExp) for details. 

Running with spikes BASiCS sampler (regression case) ... 

-------------------------------------------------------------
MCMC running time 
-------------------------------------------------------------
user: 0.007
system: 0
elapsed: 0.007

-------------------------------------------------------------
Output 
-------------------------------------------------------------

-------------------------------------------------------------
BASiCS version 2.16.0 : 
vertical integration (spikes case) 
-------------------------------------------------------------

altExp 'spike-ins' is assumed to contain spike-in genes.
see help(altExp) for details. 

Running with spikes BASiCS sampler (regression case) ... 

-------------------------------------------------------------
MCMC running time 
-------------------------------------------------------------
user: 0.009
system: 0
elapsed: 0.009

-------------------------------------------------------------
Output 
-------------------------------------------------------------

-------------------------------------------------------------
BASiCS version 2.16.0 : 
vertical integration (spikes case) 
-------------------------------------------------------------

altExp 'spike-ins' is assumed to contain spike-in genes.
see help(altExp) for details. 

-------------------------------------------------------------
NOTE: default choice PriorDelta = 'log-normal'  (recommended value). 
Vallejos et al (2015) used a 'gamma' prior instead.
-------------------------------------------------------------

Running with spikes BASiCS sampler (no regression) ... 

-------------------------------------------------------------
MCMC running time 
-------------------------------------------------------------
user: 0.006
system: 0
elapsed: 0.006

-------------------------------------------------------------
Output 
-------------------------------------------------------------

-------------------------------------------------------------
BASiCS version 2.16.0 : 
vertical integration (spikes case) 
-------------------------------------------------------------

altExp 'spike-ins' is assumed to contain spike-in genes.
see help(altExp) for details. 

-------------------------------------------------------------
NOTE: default choice PriorDelta = 'log-normal'  (recommended value). 
Vallejos et al (2015) used a 'gamma' prior instead.
-------------------------------------------------------------

Running with spikes BASiCS sampler (no regression) ... 

-------------------------------------------------------------
MCMC running time 
-------------------------------------------------------------
user: 0.006
system: 0
elapsed: 0.006

-------------------------------------------------------------
Output 
-------------------------------------------------------------

-------------------------------------------------------------
BASiCS version 2.16.0 : 
vertical integration (spikes case) 
-------------------------------------------------------------

altExp 'spike-ins' is assumed to contain spike-in genes.
see help(altExp) for details. 

-------------------------------------------------------------
NOTE: default choice PriorDelta = 'log-normal'  (recommended value). 
Vallejos et al (2015) used a 'gamma' prior instead.
-------------------------------------------------------------

Running no spikes BASiCS sampler (no regression) ... 

-------------------------------------------------------------
MCMC running time 
-------------------------------------------------------------
user: 0.005
system: 0
elapsed: 0.006

-------------------------------------------------------------
Output 
-------------------------------------------------------------

-------------------------------------------------------------
NOTE: default choice PriorDelta = 'log-normal'  (recommended value). 
Vallejos et al (2015) used a 'gamma' prior instead.
-------------------------------------------------------------

Running no spikes BASiCS sampler (no regression) ... 

-------------------------------------------------------------
MCMC running time 
-------------------------------------------------------------
user: 0.008
system: 0
elapsed: 0.009

-------------------------------------------------------------
Output 
-------------------------------------------------------------

-------------------------------------------------------------
NOTE: default choice PriorDelta = 'log-normal'  (recommended value). 
Vallejos et al (2015) used a 'gamma' prior instead.
-------------------------------------------------------------

Running no spikes BASiCS sampler (no regression) ... 

-------------------------------------------------------------
MCMC running time 
-------------------------------------------------------------
user: 0.004
system: 0
elapsed: 0.003

-------------------------------------------------------------
Output 
-------------------------------------------------------------

-------------------------------------------------------------
NOTE: default choice PriorDelta = 'log-normal'  (recommended value). 
Vallejos et al (2015) used a 'gamma' prior instead.
-------------------------------------------------------------

Running no spikes BASiCS sampler (no regression) ... 

-------------------------------------------------------------
MCMC running time 
-------------------------------------------------------------
user: 0.003
system: 0
elapsed: 0.003

-------------------------------------------------------------
Output 
-------------------------------------------------------------

-------------------------------------------------------------
NOTE: default choice PriorDelta = 'log-normal'  (recommended value). 
Vallejos et al (2015) used a 'gamma' prior instead.
-------------------------------------------------------------

Running no spikes BASiCS sampler (no regression) ... 

-------------------------------------------------------------
MCMC running time 
-------------------------------------------------------------
user: 0.003
system: 0
elapsed: 0.004

-------------------------------------------------------------
Output 
-------------------------------------------------------------

altExp 'spike-ins' is assumed to contain spike-in genes.
see help(altExp) for details. 

altExp 'spike-ins' is assumed to contain spike-in genes.
see help(altExp) for details. 

Running no spikes BASiCS sampler (regression case) ... 

-------------------------------------------------------------
MCMC running time 
-------------------------------------------------------------
user: 0.007
system: 0
elapsed: 0.007

-------------------------------------------------------------
Output 
-------------------------------------------------------------

Running no spikes BASiCS sampler (regression case) ... 

-------------------------------------------------------------
MCMC running time 
-------------------------------------------------------------
user: 0.005
system: 0
elapsed: 0.004

-------------------------------------------------------------
Output 
-------------------------------------------------------------

Running no spikes BASiCS sampler (regression case) ... 

-------------------------------------------------------------
MCMC running time 
-------------------------------------------------------------
user: 0.004
system: 0
elapsed: 0.005

-------------------------------------------------------------
Output 
-------------------------------------------------------------

Running no spikes BASiCS sampler (regression case) ... 

-------------------------------------------------------------
MCMC running time 
-------------------------------------------------------------
user: 0.005
system: 0
elapsed: 0.005

-------------------------------------------------------------
Output 
-------------------------------------------------------------

Running no spikes BASiCS sampler (regression case) ... 

-------------------------------------------------------------
MCMC running time 
-------------------------------------------------------------
user: 0.005
system: 0
elapsed: 0.004

-------------------------------------------------------------
Output 
-------------------------------------------------------------

Running no spikes BASiCS sampler (regression case) ... 

-------------------------------------------------------------
MCMC running time 
-------------------------------------------------------------
user: 0.004
system: 0
elapsed: 0.005

-------------------------------------------------------------
Output 
-------------------------------------------------------------

-------------------------------------------------------------
NOTE: default choice PriorDelta = 'log-normal'  (recommended value). 
Vallejos et al (2015) used a 'gamma' prior instead.
-------------------------------------------------------------

Running no spikes BASiCS sampler (no regression) ... 

-------------------------------------------------------------
MCMC running time 
-------------------------------------------------------------
user: 0.009
system: 0
elapsed: 0.009

-------------------------------------------------------------
Output 
-------------------------------------------------------------

-------------------------------------------------------------
NOTE: default choice PriorDelta = 'log-normal'  (recommended value). 
Vallejos et al (2015) used a 'gamma' prior instead.
-------------------------------------------------------------

Running no spikes BASiCS sampler (no regression) ... 

-------------------------------------------------------------
MCMC running time 
-------------------------------------------------------------
user: 0.006
system: 0
elapsed: 0.006

-------------------------------------------------------------
Output 
-------------------------------------------------------------

-------------------------------------------------------------
NOTE: default choice PriorDelta = 'log-normal'  (recommended value). 
Vallejos et al (2015) used a 'gamma' prior instead.
-------------------------------------------------------------

Running no spikes BASiCS sampler (no regression) ... 

-------------------------------------------------------------
MCMC running time 
-------------------------------------------------------------
user: 0.006
system: 0
elapsed: 0.006

-------------------------------------------------------------
Output 
-------------------------------------------------------------

altExp 'spike-ins' is assumed to contain spike-in genes.
see help(altExp) for details. 

altExp 'spike-ins' is assumed to contain spike-in genes.
see help(altExp) for details. 

altExp 'spike-ins' is assumed to contain spike-in genes.
see help(altExp) for details. 

-------------------------------------------------------------
NOTE: default choice PriorDelta = 'log-normal'  (recommended value). 
Vallejos et al (2015) used a 'gamma' prior instead.
-------------------------------------------------------------

Running with spikes BASiCS sampler (no regression) ... 

-------------------------------------------------------------
MCMC running time 
-------------------------------------------------------------
user: 0.004
system: 0
elapsed: 0.004

-------------------------------------------------------------
Output 
-------------------------------------------------------------

-------------------------------------------------------------
BASiCS version 2.16.0 : 
vertical integration (spikes case) 
-------------------------------------------------------------

altExp 'spike-ins' is assumed to contain spike-in genes.
see help(altExp) for details. 

Running with spikes BASiCS sampler (regression case) ... 

-------------------------------------------------------------
MCMC running time 
-------------------------------------------------------------
user: 0.007
system: 0
elapsed: 0.007

-------------------------------------------------------------
Output 
-------------------------------------------------------------

-------------------------------------------------------------
BASiCS version 2.16.0 : 
vertical integration (spikes case) 
-------------------------------------------------------------

altExp 'spike-ins' is assumed to contain spike-in genes.
see help(altExp) for details. 

Running with spikes BASiCS sampler (regression case) ... 

-------------------------------------------------------------
MCMC running time 
-------------------------------------------------------------
user: 0.004
system: 0
elapsed: 0.005

-------------------------------------------------------------
Output 
-------------------------------------------------------------

-------------------------------------------------------------
BASiCS version 2.16.0 : 
vertical integration (spikes case) 
-------------------------------------------------------------

altExp 'spike-ins' is assumed to contain spike-in genes.
see help(altExp) for details. 

altExp 'spike-ins' is assumed to contain spike-in genes.
see help(altExp) for details. 

-------------------------------------------------------------
NOTE: default choice PriorDelta = 'log-normal'  (recommended value). 
Vallejos et al (2015) used a 'gamma' prior instead.
-------------------------------------------------------------

Running with spikes BASiCS sampler (no regression) ... 

-------------------------------------------------------------
MCMC running time 
-------------------------------------------------------------
user: 0.009
system: 0
elapsed: 0.009

-------------------------------------------------------------
Output 
-------------------------------------------------------------

-------------------------------------------------------------
BASiCS_Chain object stored as chain_.Rds file in
'/home/biocbuild/bbs-3.19-bioc/meat/BASiCS.Rcheck/tests/testthat' directory ... 
-------------------------------------------------------------

-------------------------------------------------------------
Storing trajectories of adaptive proposal variances (log-scale) aschain_ls_.Rds file in 
'/home/biocbuild/bbs-3.19-bioc/meat/BASiCS.Rcheck/tests/testthat' directory ... 
-------------------------------------------------------------

-------------------------------------------------------------
BASiCS version 2.16.0 : 
vertical integration (spikes case) 
-------------------------------------------------------------

altExp 'spike-ins' is assumed to contain spike-in genes.
see help(altExp) for details. 

Running with spikes BASiCS sampler (regression case) ... 

-------------------------------------------------------------
MCMC running time 
-------------------------------------------------------------
user: 0.009
system: 0
elapsed: 0.009

-------------------------------------------------------------
Output 
-------------------------------------------------------------

-------------------------------------------------------------
BASiCS_Chain object stored as chain_.Rds file in
'/home/biocbuild/bbs-3.19-bioc/meat/BASiCS.Rcheck/tests/testthat' directory ... 
-------------------------------------------------------------

-------------------------------------------------------------
Storing trajectories of adaptive proposal variances (log-scale) aschain_ls_.Rds file in 
'/home/biocbuild/bbs-3.19-bioc/meat/BASiCS.Rcheck/tests/testthat' directory ... 
-------------------------------------------------------------

-------------------------------------------------------------
BASiCS version 2.16.0 : 
vertical integration (spikes case) 
-------------------------------------------------------------

-------------------------------------------------------------
NOTE: default choice PriorDelta = 'log-normal'  (recommended value). 
Vallejos et al (2015) used a 'gamma' prior instead.
-------------------------------------------------------------

Running no spikes BASiCS sampler (no regression) ... 

-------------------------------------------------------------
MCMC running time 
-------------------------------------------------------------
user: 0.008
system: 0
elapsed: 0.008

-------------------------------------------------------------
Output 
-------------------------------------------------------------

-------------------------------------------------------------
BASiCS_Chain object stored as chain_.Rds file in
'/home/biocbuild/bbs-3.19-bioc/meat/BASiCS.Rcheck/tests/testthat' directory ... 
-------------------------------------------------------------

-------------------------------------------------------------
Storing trajectories of adaptive proposal variances (log-scale) aschain_ls_.Rds file in 
'/home/biocbuild/bbs-3.19-bioc/meat/BASiCS.Rcheck/tests/testthat' directory ... 
-------------------------------------------------------------

-------------------------------------------------------------
BASiCS version 2.16.0 : horizontal integration (no-spikes case)
-------------------------------------------------------------

Randomly, 1 out of 10
genes was left as reference at each iteration 
List of reference genes and frequencies stored as a .txt file in
'/home/biocbuild/bbs-3.19-bioc/meat/BASiCS.Rcheck/tests/testthat' directory ... 
-------------------------------------------------------------

Running no spikes BASiCS sampler (regression case) ... 

-------------------------------------------------------------
MCMC running time 
-------------------------------------------------------------
user: 0.008
system: 0
elapsed: 0.008

-------------------------------------------------------------
Output 
-------------------------------------------------------------

-------------------------------------------------------------
BASiCS_Chain object stored as chain_.Rds file in
'/home/biocbuild/bbs-3.19-bioc/meat/BASiCS.Rcheck/tests/testthat' directory ... 
-------------------------------------------------------------

-------------------------------------------------------------
Storing trajectories of adaptive proposal variances (log-scale) aschain_ls_.Rds file in 
'/home/biocbuild/bbs-3.19-bioc/meat/BASiCS.Rcheck/tests/testthat' directory ... 
-------------------------------------------------------------

-------------------------------------------------------------
BASiCS version 2.16.0 : horizontal integration (no-spikes case)
-------------------------------------------------------------

Randomly, 1 out of 10
genes was left as reference at each iteration 
List of reference genes and frequencies stored as a .txt file in
'/home/biocbuild/bbs-3.19-bioc/meat/BASiCS.Rcheck/tests/testthat' directory ... 
-------------------------------------------------------------

altExp 'spike-ins' is assumed to contain spike-in genes.
see help(altExp) for details. 

-------------------------------------------------------------
NOTE: default choice PriorDelta = 'log-normal'  (recommended value). 
Vallejos et al (2015) used a 'gamma' prior instead.
-------------------------------------------------------------

Running with spikes BASiCS sampler (no regression) ... 

-------------------------------------------------------------
MCMC running time 
-------------------------------------------------------------
user: 0.009
system: 0
elapsed: 0.009

-------------------------------------------------------------
Output 
-------------------------------------------------------------

-------------------------------------------------------------
BASiCS version 2.16.0 : 
vertical integration (spikes case) 
-------------------------------------------------------------

`BASiCS_Chain` class definition was outdated. 
Object updated to be compatible with BASiCS version 2.16.0.
Set 'StoreUpdatedChain' = TRUE to save updated object.

altExp 'spike-ins' is assumed to contain spike-in genes.
see help(altExp) for details. 

-------------------------------------------------------------
NOTE: default choice PriorDelta = 'log-normal'  (recommended value). 
Vallejos et al (2015) used a 'gamma' prior instead.
-------------------------------------------------------------

Running with spikes BASiCS sampler (no regression) ... 

-------------------------------------------------------------
MCMC running time 
-------------------------------------------------------------
user: 0.007
system: 0
elapsed: 0.007

-------------------------------------------------------------
Output 
-------------------------------------------------------------

-------------------------------------------------------------
BASiCS version 2.16.0 : 
vertical integration (spikes case) 
-------------------------------------------------------------

`BASiCS_Chain` class definition was outdated. 
Object updated to be compatible with BASiCS version 2.16.0.
Set 'StoreUpdatedChain' = TRUE to save updated object.
(this overwrites original input file).

-------------------------------------------------------------
Log-fold change thresholds are now set in a log2 scale. 
Original BASiCS release used a natural logarithm scale.
-------------------------------------------------------------
Offset estimate: 1
(ratio Group1 vs Group2).
-------------------------------------------------------------

EFDR calibration failed for Differential mean task. 
Probability threshold automatically set equal to 'ProbThresholdM'.
EFDR calibration failed for Differential dispersion task. 
Probability threshold automatically set equal to 'ProbThresholdD'.
EFDR calibration failed for Differential residual dispersion task. 
Probability threshold automatically set equal to 'ProbThresholdR'.
Running no spikes BASiCS sampler (regression case) ... 

-------------------------------------------------------------
MCMC running time 
-------------------------------------------------------------
user: 0.021
system: 0
elapsed: 0.021

-------------------------------------------------------------
Output 
-------------------------------------------------------------

-------------------------------------------------------------
Log-fold change thresholds are now set in a log2 scale. 
Original BASiCS release used a natural logarithm scale.
-------------------------------------------------------------
Offset estimate: 1
(ratio Group1 vs Group2).
-------------------------------------------------------------

EFDR calibration failed for Differential mean task. 
Probability threshold automatically set equal to 'ProbThresholdM'.
EFDR calibration failed for Differential dispersion task. 
Probability threshold automatically set equal to 'ProbThresholdD'.
EFDR calibration failed for Differential residual dispersion task. 
Probability threshold automatically set equal to 'ProbThresholdR'.
altExp 'spike-ins' is assumed to contain spike-in genes.
see help(altExp) for details. 

-------------------------------------------------------------
NOTE: default choice PriorDelta = 'log-normal'  (recommended value). 
Vallejos et al (2015) used a 'gamma' prior instead.
-------------------------------------------------------------

Running with spikes BASiCS sampler (no regression) ... 

-------------------------------------------------------------
MCMC running time 
-------------------------------------------------------------
user: 0.309
system: 0
elapsed: 0.309

-------------------------------------------------------------
Output 
-------------------------------------------------------------

-------------------------------------------------------------
BASiCS version 2.16.0 : 
vertical integration (spikes case) 
-------------------------------------------------------------

altExp 'spike-ins' is assumed to contain spike-in genes.
see help(altExp) for details. 

-------------------------------------------------------------
NOTE: default choice PriorDelta = 'log-normal'  (recommended value). 
Vallejos et al (2015) used a 'gamma' prior instead.
-------------------------------------------------------------

Running with spikes BASiCS sampler (no regression) ... 

-------------------------------------------------------------
MCMC running time 
-------------------------------------------------------------
user: 0.005
system: 0
elapsed: 0.005

-------------------------------------------------------------
Output 
-------------------------------------------------------------

-------------------------------------------------------------
Storing trajectories of adaptive proposal variances (log-scale) aschain_ls_.Rds file in 
'/home/biocbuild/bbs-3.19-bioc/meat/BASiCS.Rcheck/tests/testthat' directory ... 
-------------------------------------------------------------

-------------------------------------------------------------
BASiCS version 2.16.0 : 
vertical integration (spikes case) 
-------------------------------------------------------------

altExp 'spike-ins' is assumed to contain spike-in genes.
see help(altExp) for details. 

-------------------------------------------------------------
NOTE: default choice PriorDelta = 'log-normal'  (recommended value). 
Vallejos et al (2015) used a 'gamma' prior instead.
-------------------------------------------------------------

Running with spikes BASiCS sampler (no regression) ... 

-------------------------------------------------------------
MCMC running time 
-------------------------------------------------------------
user: 0.314
system: 0
elapsed: 0.315

-------------------------------------------------------------
Output 
-------------------------------------------------------------

-------------------------------------------------------------
BASiCS version 2.16.0 : 
vertical integration (spikes case) 
-------------------------------------------------------------

-------------------------------------------------------------
NOTE: default choice PriorDelta = 'log-normal'  (recommended value). 
Vallejos et al (2015) used a 'gamma' prior instead.
-------------------------------------------------------------

Running no spikes BASiCS sampler (no regression) ... 

-------------------------------------------------------------
MCMC running time 
-------------------------------------------------------------
user: 0.253
system: 0
elapsed: 0.255

-------------------------------------------------------------
Output 
-------------------------------------------------------------

-------------------------------------------------------------
NOTE: default choice PriorDelta = 'log-normal'  (recommended value). 
Vallejos et al (2015) used a 'gamma' prior instead.
-------------------------------------------------------------

Running no spikes BASiCS sampler (no regression) ... 

-------------------------------------------------------------
MCMC running time 
-------------------------------------------------------------
user: 0.252
system: 0
elapsed: 0.252

-------------------------------------------------------------
Output 
-------------------------------------------------------------

-------------------------------------------------------------
NOTE: default choice PriorDelta = 'log-normal'  (recommended value). 
Vallejos et al (2015) used a 'gamma' prior instead.
-------------------------------------------------------------

Running no spikes BASiCS sampler (no regression) ... 

-------------------------------------------------------------
MCMC running time 
-------------------------------------------------------------
user: 0.004
system: 0
elapsed: 0.003

-------------------------------------------------------------
Output 
-------------------------------------------------------------

-------------------------------------------------------------
Storing trajectories of adaptive proposal variances (log-scale) aschain_ls_.Rds file in 
'/home/biocbuild/bbs-3.19-bioc/meat/BASiCS.Rcheck/tests/testthat' directory ... 
-------------------------------------------------------------

-------------------------------------------------------------
NOTE: default choice PriorDelta = 'log-normal'  (recommended value). 
Vallejos et al (2015) used a 'gamma' prior instead.
-------------------------------------------------------------

Running no spikes BASiCS sampler (no regression) ... 

-------------------------------------------------------------
MCMC running time 
-------------------------------------------------------------
user: 0.258
system: 0
elapsed: 0.258

-------------------------------------------------------------
Output 
-------------------------------------------------------------

-------------------------------------------------------------
NOTE: default choice PriorDelta = 'log-normal'  (recommended value). 
Vallejos et al (2015) used a 'gamma' prior instead.
-------------------------------------------------------------

Running no spikes BASiCS sampler (no regression) ... 

-------------------------------------------------------------
MCMC running time 
-------------------------------------------------------------
user: 0.259
system: 0
elapsed: 0.259

-------------------------------------------------------------
Output 
-------------------------------------------------------------

Running no spikes BASiCS sampler (regression case) ... 

-------------------------------------------------------------
MCMC running time 
-------------------------------------------------------------
user: 0.49
system: 0.008
elapsed: 0.498

-------------------------------------------------------------
Output 
-------------------------------------------------------------

Running no spikes BASiCS sampler (regression case) ... 

-------------------------------------------------------------
MCMC running time 
-------------------------------------------------------------
user: 0.491
system: 0
elapsed: 0.492

-------------------------------------------------------------
Output 
-------------------------------------------------------------

Running no spikes BASiCS sampler (regression case) ... 

-------------------------------------------------------------
MCMC running time 
-------------------------------------------------------------
user: 0.021
system: 0
elapsed: 0.022

-------------------------------------------------------------
Output 
-------------------------------------------------------------

-------------------------------------------------------------
Storing trajectories of adaptive proposal variances (log-scale) aschain_ls_.Rds file in 
'/home/biocbuild/bbs-3.19-bioc/meat/BASiCS.Rcheck/tests/testthat' directory ... 
-------------------------------------------------------------

altExp 'spike-ins' is assumed to contain spike-in genes.
see help(altExp) for details. 

Running with spikes BASiCS sampler (regression case) ... 

-------------------------------------------------------------
MCMC running time 
-------------------------------------------------------------
user: 0.4
system: 0
elapsed: 0.4

-------------------------------------------------------------
Output 
-------------------------------------------------------------

-------------------------------------------------------------
BASiCS version 2.16.0 : 
vertical integration (spikes case) 
-------------------------------------------------------------

altExp 'spike-ins' is assumed to contain spike-in genes.
see help(altExp) for details. 

Running with spikes BASiCS sampler (regression case) ... 

-------------------------------------------------------------
MCMC running time 
-------------------------------------------------------------
user: 0.007
system: 0
elapsed: 0.006

-------------------------------------------------------------
Output 
-------------------------------------------------------------

-------------------------------------------------------------
Storing trajectories of adaptive proposal variances (log-scale) aschain_ls_.Rds file in 
'/home/biocbuild/bbs-3.19-bioc/meat/BASiCS.Rcheck/tests/testthat' directory ... 
-------------------------------------------------------------

-------------------------------------------------------------
BASiCS version 2.16.0 : 
vertical integration (spikes case) 
-------------------------------------------------------------

-------------------------------------------------------------
Log-fold change thresholds are now set in a log2 scale. 
Original BASiCS release used a natural logarithm scale.
-------------------------------------------------------------
Offset estimate: 0.6714
(ratio Group1 vs Group2).
To visualise its effect, please use 'PlotOffset = TRUE'.
-------------------------------------------------------------

For Differential mean task:
the posterior probability threshold chosen via EFDR calibration is too low.
Probability threshold automatically set equal to 'ProbThresholdM'.
EFDR calibration failed for Differential dispersion task. 
Probability threshold automatically set equal to 'ProbThresholdD'.
-------------------------------------------------------------
Log-fold change thresholds are now set in a log2 scale. 
Original BASiCS release used a natural logarithm scale.
-------------------------------------------------------------
Offset estimate: 0.6787
(ratio Group1 vs Group2).
To visualise its effect, please use 'PlotOffset = TRUE'.
-------------------------------------------------------------

EFDR calibration failed for Differential mean task. 
Probability threshold automatically set equal to 'ProbThresholdM'.
EFDR calibration failed for Differential dispersion task. 
Probability threshold automatically set equal to 'ProbThresholdD'.
For Differential residual dispersion task:
the posterior probability threshold chosen via EFDR calibration is too low.
Probability threshold automatically set equal to 'ProbThresholdR'.
altExp 'spike-ins' is assumed to contain spike-in genes.
see help(altExp) for details. 

Running with spikes BASiCS sampler (regression case) ... 

-------------------------------------------------------------
MCMC running time 
-------------------------------------------------------------
user: 0.006
system: 0
elapsed: 0.007

-------------------------------------------------------------
Output 
-------------------------------------------------------------

-------------------------------------------------------------
BASiCS version 2.16.0 : 
vertical integration (spikes case) 
-------------------------------------------------------------

altExp 'spike-ins' is assumed to contain spike-in genes.
see help(altExp) for details. 

Running with spikes BASiCS sampler (regression case) ... 

-------------------------------------------------------------
MCMC running time 
-------------------------------------------------------------
user: 0.01
system: 0
elapsed: 0.01

-------------------------------------------------------------
Output 
-------------------------------------------------------------

-------------------------------------------------------------
BASiCS version 2.16.0 : 
vertical integration (spikes case) 
-------------------------------------------------------------

altExp 'spike-ins' is assumed to contain spike-in genes.
see help(altExp) for details. 

Running with spikes BASiCS sampler (regression case) ... 

-------------------------------------------------------------
MCMC running time 
-------------------------------------------------------------
user: 0.005
system: 0
elapsed: 0.005

-------------------------------------------------------------
Output 
-------------------------------------------------------------

-------------------------------------------------------------
BASiCS version 2.16.0 : 
vertical integration (spikes case) 
-------------------------------------------------------------

altExp 'spike-ins' is assumed to contain spike-in genes.
see help(altExp) for details. 

Running with spikes BASiCS sampler (regression case) ... 

-------------------------------------------------------------
MCMC running time 
-------------------------------------------------------------
user: 0.009
system: 0
elapsed: 0.008

-------------------------------------------------------------
Output 
-------------------------------------------------------------

-------------------------------------------------------------
BASiCS version 2.16.0 : 
vertical integration (spikes case) 
-------------------------------------------------------------

altExp 'spike-ins' is assumed to contain spike-in genes.
see help(altExp) for details. 

'BatchInfo' was treated as a factor with 2 levels: 
1  2  
'BatchInfo' was treated as a factor with 2 levels: 
1  2  
-------------------------------------------------------------
NOTE: default choice PriorDelta = 'log-normal'  (recommended value). 
Vallejos et al (2015) used a 'gamma' prior instead.
-------------------------------------------------------------

Running no spikes BASiCS sampler (no regression) ... 

-------------------------------------------------------------
MCMC running time 
-------------------------------------------------------------
user: 0.005
system: 0
elapsed: 0.005

-------------------------------------------------------------
Output 
-------------------------------------------------------------

'BatchInfo' was treated as a factor with 2 levels: 
1  2  
altExp 'spike-ins' is assumed to contain spike-in genes.
see help(altExp) for details. 

-------------------------------------------------------------
NOTE: default choice PriorDelta = 'log-normal'  (recommended value). 
Vallejos et al (2015) used a 'gamma' prior instead.
-------------------------------------------------------------

Running with spikes BASiCS sampler (no regression) ... 

-------------------------------------------------------------
MCMC running time 
-------------------------------------------------------------
user: 0.01
system: 0
elapsed: 0.01

-------------------------------------------------------------
Output 
-------------------------------------------------------------

-------------------------------------------------------------
BASiCS version 2.16.0 : 
vertical integration (spikes case) 
-------------------------------------------------------------

[ FAIL 0 | WARN 0 | SKIP 0 | PASS 459 ]
> 
> proc.time()
   user  system elapsed 
224.388   4.612 250.892

Example timings

BASiCS.Rcheck/BASiCS-Ex.timings

name	user	system	elapsed
BASiCS_Chain-methods	3.175	0.192	3.368
BASiCS_Chain	4.288	0.108	4.397
BASiCS_CorrectOffset	0.010	0.008	0.017
BASiCS_DenoisedCounts	2.478	0.019	2.498
BASiCS_DenoisedRates	2.403	0.093	2.496
BASiCS_DetectVG	0.676	0.028	0.705
BASiCS_DiagHist	0.971	0.027	0.999
BASiCS_DiagPlot	1.912	0.020	1.931
BASiCS_DivideAndConquer	3.650	0.076	19.113
BASiCS_Draw	0.453	0.015	0.469
BASiCS_EffectiveSize	0.222	0.012	0.233
BASiCS_Filter	0.003	0.000	0.002
BASiCS_LoadChain	2.412	0.272	2.684
BASiCS_MCMC	7.616	0.492	8.108
BASiCS_MockSCE	0.361	0.008	0.369
BASiCS_PlotDE	2.951	0.104	3.055
BASiCS_PlotOffset	0.858	0.024	0.883
BASiCS_PlotVG	0.294	0.012	0.306
BASiCS_PriorParam	0.259	0.016	0.275
BASiCS_ShowFit	0.211	0.020	0.231
BASiCS_Sim	0.763	0.004	0.768
BASiCS_Summary-methods	0.001	0.004	0.006
BASiCS_Summary	2.166	0.168	2.335
BASiCS_TestDE	5.991	0.088	6.080
BASiCS_VarThresholdSearchHVG_LVG	1.693	0.039	1.732
BASiCS_VarianceDecomp	0.188	0.000	0.189
Summary-BASiCS_Chain-method	0.195	0.012	0.208
dim-BASiCS_Chain-method	0.005	0.004	0.008
dimnames-BASiCS_Chain-method	0.005	0.004	0.008
displayChainBASiCS-BASiCS_Chain-method	0.126	0.011	0.143
displaySummaryBASiCS-BASiCS_Summary-method	0.099	0.024	0.123
makeExampleBASiCS_Data	0.265	0.008	0.273
newBASiCS_Chain	4.065	0.152	4.216
plot-BASiCS_Chain-method	0.117	0.011	0.127
plot-BASiCS_Summary-method	0.121	0.002	0.122
show-BASiCS_ResultDE-method	0.103	0.023	0.126
show-BASiCS_ResultVG-method	0.115	0.005	0.121
show-BASiCS_ResultsDE-method	0.121	0.004	0.124
subset-BASiCS_Chain-method	0.826	0.004	0.830