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Core functions

lmFitFeatures()
Fit Linear Regression For Many Features
lmFitResponses()
Fit Linear Regression For Many Responses
glmFitFeatures()
Fit GLM For Many Features
glmFitResponses()
Fit GLM For Many Responses
lmmFitFeatures()
Fit LMM For Many Features
lmmFitResponses()
Fit LMM For Many Responses
glmmFitFeatures()
Fit GLMM For Many Features
glmmFitResponses()
Fit GLMM For Many Responses
results()
Table of Regression Results

Other functions

lmRidge()
Fast Ridge Regression

Generics

coef(<modelFits>)
Get coefficient values
fitted(<modelFits>)
Extract Model Fitted Values
hatvalues(<modelFits>)
Regression Deletion Diagnostics
plot(<lmRidge>)
Plot GCV versus lambda
predict(<lmRidge>)
Model Predictions
predict(<modelFits>)
Model Predictions
print(<modelFits>)
Print object
residuals(<modelFits>)
Residuals after model fit
rownames(<modelFits>)
Row names
rstandard(<modelFits>)
Regression Deletion Diagnostics
show(<modelFitsFeatures>) show(<modelFitsResponses>)
Show object
simulate(<modelFits>)
Simulate responses
varpart()
Variance Partitioning Analysis
varianceTerms()
Return array with variance component estimates