Function Description
01.Introduction Introduction to the LIMMA Package
02.Classes Classes Defined by this Package
03.ReadingData Reading Microarray Data from Files
04.Background Background Correction
05.Normalization Normalization of Microarray Data
06.LinearModels Linear Models for Microarrays
07.SingleChannel Individual Channel Analysis of Two-Color Microarrays
08.Tests Hypothesis Testing for Linear Models
09.Diagnostics Diagnostics and Quality Assessment
10.Other Other Functions
anova.MAList ANOVA Table - method
arrayWeights Array Quality Weights
arrayWeightsQuick Array Quality Weights
as.data.frame.MArrayLM Turn a Microarray Linear Model Object into a Dataframe
as.MAList Convert marrayNorm Object to an MAList Object
as.matrix.RGList Turn a Microarray Data Object into a Matrix
auROC Area Under Receiver Operating Curve
backgroundCorrect Correct Intensities for Background
blockDiag Block Diagonal Matrix
bwss Between and within sums of squares
bwss.matrix Between and within sums of squares for matrix
cbind.RGList Combine RGList or MAList Objects
changeLog Limma Change Log
contrasts.fit Compute Contrasts from Linear Model Fit
controlStatus Set Status of each Spot from List of Spot Types
convest Estimate Proportion of True Null Hypotheses
decideTests Compute Matrix of Hypothesis Test Results
designI2M Convert Individual Channel Design Matrix to M-A Format
dimnames.RGList Retrieve the Dimension Names of an RGList, MAList or MArrayLM Object
dim.RGList Retrieve the Dimensions of an RGList, MAList or MArrayLM Object
dupcor.series Correlation Between Duplicates
ebayes Empirical Bayes Statistics for Differential Expression
exprSet2-class Expression Set - class
fitFDist Moment Estimation of Scaled F-Distribution
FStat Treat Simultaneous T-Tests as Classification Problem
geneSetTest Gene Set Test
getLayout Extract the Print Layout of an Array from the GAL File
getSpacing Get Numerical Spacing
gls.series Generalized Least Squares for Series of Microarrays
gridr Row and Column Positions on Microarray
heatdiagram Stemmed Heat Diagram
helpMethods Prompt for Method Help Topics
imageplot Image Plot of Microarray Statistics
imageplot3by2 Write Imageplots to Files
intraspotCorrelation Intra-Spot Correlation for Two Color Data
is.fullrank Check for Full Column Rank
isNumeric Test for Numeric Argument
kooperberg Kooperberg Model-Based Background Correction
kooperberg_old Kooperberg Model-Based Background Correction
LargeDataObject-class Large Data Object - class
limmaUsersGuide View Limma User's Guide
lmFit Linear Model for Series of Arrays
lmscFit Fit Linear Model to Individual Channels of Two-Color Data
lm.series Linear Model for Series of Arrays
loessFit Fast Simple Loess
ma3x3.matrix Two dimensional Moving Averages with 3x3 Window
makeContrasts Construct Matrix of Custom Contrasts
makeUnique Make Values of Character Vector Unique
MAList-class M-value, A-value Expression List - class
MArrayLM-class Microarray Linear Model Fit - class
matvec Multiply a Matrix by a Vector
mdplot mdplot
merge.RGList Merge RGList or MAList Data Objects
modelMatrix Construct Design Matrix
modifyWeights modifyWeights
m.spot Extract M or A-values from SPOT data.frame or matrix
normalizeBetweenArrays Normalize Between Arrays
normalizeForPrintorder Print-Order Normalization
normalizeMedianDeviations Normalize Columns of a Matrix to have the Same Scale
normalizeQuantiles Normalize Columns of a Matrix to have the same Quantiles
normalizeRobustSpline Normalize Single Microarray Using Shrunk Robust Splines
normalizeWithinArrays Normalize Within Arrays
normexp.fit Fit Normal+Exp Convolution Model to Observed Intensities
normexp.m2loglik Normal + Exponential Log-Likelihood
normexp.signal Expected Signal Given Observed Foreground Under Normal+Exp Model
plotDensities Individual-channel Densities Plot
plotMA MA-Plot
plotMA3by2 Write MA-Plots to Files
plotPrintTipLoess MA Plots by Print-Tip Group
poolVar Pool Sample Variances with Unequal Variances
printHead Print Leading Rows of Large Objects
PrintLayout-class Print Layout - class
printorder Identify Order in which Spots were Printed
protectMetachar Protect Metacharacters
qqt Student's t Quantile-Quantile Plot
QualityWeights Spot Quality Weights
readBlueFuseHeader Read Header Information from Image Analysis Raw Data File
readGAL Read a GAL file
readImaGeneHeader Read ImaGene Header Information
read.maimages Read RGList from Image Analysis Output Files
read.matrix Read Matrix with Headers from File
read.series Read series of image files
readSpotTypes Read Spot Types File
readTargets Read Targets File
removeExt Remove Common Extension from File Names
rg.genepix Extract RGList from data.frames Containing GenePix Data
[.RGList Subset RGList, MAList or MArrayLM Objects
RGList-class Red, Green Intensity List - class
rg.quantarray Extract RGList from data.frames Containing Quantarray Data
rg.series.spot Read RGList from SPOT Image Analysis Output Files
rg.spot Extract RGList from data.frames Containing SPOT Data
rlm.series Robust Linear Model for Series of Microarrays
splitName Split Composite Gene Names
squeezeVar Smooth Sample Variances
summary.RGList Summaries of Microarray Data Objects
targetsA2C Convert Two-Color Targets Dataframe from One-Row-Per-Array to One-Row-Per-Channel
TestResults-class Matrix of Test Results - class
tmixture.vector Estimate Scale Factor in Mixture of t-Distributions
toptable Table of Top Genes from Linear Model Fit
trigammaInverse Inverse Trigamma Function
trimWhiteSpace Trim Leading and Trailing White Space
uniquegenelist Eliminate Duplicate Names from the Gene List
unwrapdups Unwrap Duplicate Spot Values from Rows into Columns
vennCounts Venn Diagrams
volcanoplot Volcano Plot
weighted.median Weighted Median
write.fit Write MArrayLM Object to a File
zscoreGamma Z-score Equivalents