Package: PICS 2.49.0

Renan Sauteraud

PICS: Probabilistic inference of ChIP-seq

Probabilistic inference of ChIP-Seq using an empirical Bayes mixture model approach.

Authors:Xuekui Zhang <[email protected]>, Raphael Gottardo <[email protected]>

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PICS.pdf |PICS.html
PICS/json (API)

# Install 'PICS' in R:
install.packages('PICS', repos = c('https://bioc.r-universe.dev', 'https://cloud.r-project.org'))

Peer review:

Bug tracker:https://github.com/srenan/pics/issues

Uses libs:
  • gsl– GNU Scientific Library (GSL)

On BioConductor:PICS-2.49.0(bioc 3.20)PICS-2.48.0(bioc 3.19)

bioconductor-package

35 exports 5.60 score 42 dependencies 1 dependents 73 mentions

Last updated 2 months agofrom:5328ba57b2

Exports:bam2grcandidate.regionchromosomecodedeltaKmakeGRangesOutputmapmaxRangeminRangemuPICSpicsFDRplotscorescoreForwardscoreReverseseseFsegChrReadsegmentPICSsegReadssegReadsGenericsegReadsListsegReadsListPEsegReadsPEseRsetParaEMsetParaPriorshowsigmaSqFsigmaSqRsummarysummarySegw

Dependencies:abindaskpassBHBiobaseBiocGenericsBiocParallelBiostringsbitopscodetoolscpp11crayoncurlDelayedArrayformatRfutile.loggerfutile.optionsGenomeInfoDbGenomeInfoDbDataGenomicAlignmentsGenomicRangeshttrIRangesjsonlitelambda.rlatticeMatrixMatrixGenericsmatrixStatsmimeopensslR6RhtslibRsamtoolsS4ArraysS4VectorssnowSparseArraySummarizedExperimentsysUCSC.utilsXVectorzlibbioc

PICS: Probabilistic Inference for ChIP-Seq

Rendered fromPICS.Rmdusingknitr::knitron Jul 03 2024.

Last update: 2020-01-15
Started: 2019-11-08

Readme and manuals

Help Manual

Help pageTopics
Pre-process bam filesbam2gr
Identify candidate regionscandidate.region
Export a PICS object to GRangesmakeGRangesOutput
Estimation of binding site positionsPICS
PICS classchromosome,pics-method code,pics-method delta,pics-method K,pics-method maxRange,pics-method minRange,pics-method mu,pics-method pics-class score,pics-method scoreForward,pics-method scoreReverse,pics-method se,pics-method seF,pics-method seR,pics-method show,pics-method sigmaSqF,pics-method sigmaSqR,pics-method summary,pics-method w,pics-method
Generics associated with pics classeschromosome chromosome,data.frame-method code delta delta,data.frame-method K maxRange minRange mu mu,data.frame-method pics-generics score score,data.frame-method scoreForward scoreForward,data.frame-method scoreReverse scoreReverse,data.frame-method se se,data.frame-method seF seF,data.frame-method seR seR,data.frame-method sigmaSqF sigmaSqF,data.frame-method sigmaSqR sigmaSqR,data.frame-method w
picsError classchromosome,picsError-method code,picsError-method delta,picsError-method K,picsError-method maxRange,picsError-method minRange,picsError-method mu,picsError-method picsError-class score,picsError-method scoreForward,picsError-method scoreReverse,picsError-method se,picsError-method seF,picsError-method seR,picsError-method show,picsError-method sigmaSqF,picsError-method sigmaSqR,picsError-method w,picsError-method
Estimate the FDRpicsFDR
List of PICS objectschromosome,picsList-method code,picsList-method delta,picsList-method K,picsList-method length,picsList-method maxRange,picsList-method minRange,picsList-method mu,picsList-method picsList-class score,picsList-method scoreForward,picsList-method scoreReverse,picsList-method se,picsList-method seF,picsList-method seR,picsList-method show,picsList-method sigmaSqF,picsList-method sigmaSqR,picsList-method summary,picsList-method w,picsList-method [,picsList,ANY,ANY,ANY-method [[,picsList,ANY,ANY-method
Plot PICS FDRplot,picsList,picsList-method plot-FDR
Plot methods for PICS objectsplot,pics,segReads-method plot,picsError,segReads-method plot,picsList,segReadsList-method plot-pics
Segmentation of paired-end sequencing datasegChrRead
Segment the genome into candidate regionssegmentPICS
Classes and functions to segment the genome in candidate regionslength,segReadsList-method map map,segReads-method map,segReadsList-method segReads segReads-class segReadsList segReadsList-class show,segReads-method show,segReadsList-method summary,segReads-method summary,segReadsList-method [,segReadsList,ANY,ANY,ANY-method [[,segReadsList,ANY,ANY-method
Perform genome segmentation dependingsegReadsGeneric
Class and methods for list of candidate regions from paired-end datasegReadsListPE segReadsListPE-class [,segReadsListPE,ANY,ANY,ANY-method [[,segReadsListPE,ANY,ANY-method
Classe and methods for candidate regions from paired-end datasegReadsPE segReadsPE-class
List of parameters for the EM algorithm that can be used as an argument of PICS.setParaEM
List of parameters that can be used as an argument of PICS.setParaPrior
Summarize segmentList objectssummarySeg