addInteractionToVars | Add interactions of a specific order to a vector of variables |
addPowToVars | Add exponent to a vector of variables |
ConstrainedLinReg-class | S4 class for constrained linear regression models |
constrSelEst | Model selection algorithm for constrained estimation |
createFormula | Create a formula with interactions and polynomials up to a... |
createFormulaInternal | Create formula with interactions and polynomials if all... |
extractVarname | Extract variable name from polynomial expression |
getBestModel | Get Best Model after Models Selection |
getBetaMatrix | Extract beta matrix from 'ConstrainedLinReg' model |
handleMissingData | Exclude rows with missing values |
makeInteractions | Add all interactions up to a desired order |
makePoly | Create polynomial of degree 'maxExponent' from variable names |
plotModelFit | Plot errors of all models |
plotModels | Plot model errors with errorbars |
predict-ConstrainedLinReg-method | Compute predictions from constraint estimation model |
prepColorVec | Prepare colour vector |
prepDatForPredict | Exclude rows with missing data on predictor variables |
prepModelNames | Extract model names from model objects |
prepPlotData | Prepare data to plot model fit |
print.ConstrainedLinReg | Print constraint estimation model |
show-ConstrainedLinReg-method | Print constraint estimation model |
sortAndPaste | Sort a vector and collapse elements together using ":" |
tryAsFormula | Turn character vector into formula, return error if not... |
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