summarize.batches: summarize.batches

Description Usage Arguments Details Value Author(s) References Examples

Description

Summarize batches.

Usage

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summarize.batches(sets = NULL, probe.parameters = list(), batches,
  load.batches = FALSE, mc.cores = 1, cdf = NULL, bg.method = "rma",
  normalization.method = "quantiles", verbose = TRUE,
  save.batches.dir = ".", unique.run.identifier = NULL,
  save.batches = FALSE, set.inds, speedup = FALSE,
  summarize.with.affinities = FALSE)

Arguments

sets

Probesets to summarize

probe.parameters

Optional probe parameters, including priors.

batches

Data batches for online learning

load.batches

Logical. Load precalculated data for the batches.

mc.cores

Number of cores for parallel computation

cdf

CDF for alternative probeset definitions

bg.method

Background correction method

normalization.method

Normalization method

verbose

Print progress information

save.batches.dir

Specify the output directory for temporary batch saves.

unique.run.identifier

Define identifier for this run for naming the temporary batch files. By default, a random id is generated.

save.batches

Save batches?

set.inds

Probeset indices

speedup

Speed up calculations with approximations.

summarize.with.affinities

Use affinity estimates in probe summarization step. Default: FALSE.

Details

Sweeps through the batches. Summarizes the probesets within each batch based on the precalculated model parameter point estimates.

Value

Expression matrix: probesets x samples.

Author(s)

Leo Lahti leo.lahti@iki.fi

References

See citation("RPA")

Examples

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Example output

Loading required package: affy
Loading required package: BiocGenerics
Loading required package: parallel

Attaching package: 'BiocGenerics'

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

    clusterApply, clusterApplyLB, clusterCall, clusterEvalQ,
    clusterExport, clusterMap, parApply, parCapply, parLapply,
    parLapplyLB, parRapply, parSapply, parSapplyLB

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, append,
    as.data.frame, cbind, colMeans, colSums, colnames, do.call,
    duplicated, eval, evalq, get, grep, grepl, intersect, is.unsorted,
    lapply, lengths, mapply, match, mget, order, paste, pmax, pmax.int,
    pmin, pmin.int, rank, rbind, rowMeans, rowSums, rownames, sapply,
    setdiff, sort, table, tapply, union, unique, unsplit, which,
    which.max, which.min

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")'.

Loading required package: phyloseq

Attaching package: 'phyloseq'

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

    sampleNames

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

    sampleNames


RPA Copyright (C) 2008-2016 Leo Lahti.
This program comes with ABSOLUTELY NO WARRANTY.
This is free software, and you are welcome to redistribute it under the FreeBSD open source license.

Warning message:
In read.dcf(con) :
  URL 'http://bioconductor.org/BiocInstaller.dcf': status was 'Couldn't resolve host name'

RPA documentation built on Nov. 8, 2020, 7:47 p.m.