Support for Linear Models


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Documentation for package ‘lmSupport’ version 2.9.13

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BAC BAC and Fear-potenitated startle
dfMerge Merges two data frames
dfReadDat Opens a tab-delimited dat file with typical Curtin lab settings
dfRemoveCases Removes cases from dataframe
dfRownames Sets rownames to SubID
dfWriteDat Saves dataframe as tab-delimited text file with typical Curtin lab parameters
figAxis Wrapper for standarized use of axis()
figBarPlot Wrapper for standarized use of barplot2() from gplots
figConfidenceBand Creates confidence band for regression line
figErrBars Wrapper for standarized use of error bars
figLabDefaults Generate list graphing parameters
figLayout Wrapper for standarized use of layout()
figLegend Wrapper for standarized use of figLegend()
figLines Wrapper for standarized use of lines()
figNewDevice Opens device for graphing
figPlotRegion Sets up a plot region for later plotting
figPoints Wrapper for standarized use of points()
figSetDefaults Saves list of graphing parameters in options
figStripChart Create strip chart on plot
figText Wrapper for standarized use of text()
lm.boxCox Deprecated Functions in lmSupport Package
lm.codeRegressors Deprecated Functions in lmSupport Package
lm.correctSE Deprecated Functions in lmSupport Package
lm.deltaR2 Deprecated Functions in lmSupport Package
lm.describeData Deprecated Functions in lmSupport Package
lm.describeGroups Deprecated Functions in lmSupport Package
lm.figSum Deprecated Functions in lmSupport Package
lm.mergeData Deprecated Functions in lmSupport Package
lm.pointEstimates Deprecated Functions in lmSupport Package
lm.readDat Deprecated Functions in lmSupport Package
lm.removeCases Deprecated Functions in lmSupport Package
lm.renameVar Deprecated Functions in lmSupport Package
lm.setContrasts Deprecated Functions in lmSupport Package
lm.setRownames Deprecated Functions in lmSupport Package
lm.stripChart Deprecated Functions in lmSupport Package
lm.sumSquares Deprecated Functions in lmSupport Package
lm.writeDat Deprecated Functions in lmSupport Package
lmSupport-deprecated Deprecated Functions in lmSupport Package
modelAssumptions Assess Linear Model Assumptions
modelBoxCox Calculates lambda for Box-Cox power transformation
modelCaseAnalysis Provides graphs and/or tests for problematic cases for a linear model
modelCompare F-tests for nested models
modelCorrectSE Calculates White (1980)'s heteroscedascity-corrected SEs and Tests for a linear model
modelEffectSizes Calculates effect size indices based on Sums of Squares
modelErrors Returns model errors (residuals) from lm object
modelPower Calculate power for GLM tests
modelPredictions Provides predicted values for sample or new data. New predictions include SEs
modelR2 Model R2, adjusted R2 and F-test
modelRmd Returns a formatted string for stats reporting from a model in R Markdown
modelSummary summary of results for lm model
varContrasts Set Factor Contrasts
varDescribe Provides typical descriptive statistics for data frame
varDescribeBy Provides common desriptives for dataframe by factor(s)
varMarkdown Returns a formatted string for stats reporting in R Markdown
varOdd Tests if Numbers are Odd
varPadString Pads a string to fixed length
varParse Returns a subset of digits from a Number
varPlot Creates histogram, optional rug/strip and density plots, and generates univariate descriptive statistics
varRecode Recode levels of variable
varRegressors Adds actual numeric regressors for factor to dataframe as new variables
varRename Rename Variable in Dataframe
varReverse Reverse score an ordinal or boolean scored item/variable
varScore Creates a total score from a sum of items