Entry: branchLars
Aliases: branchLars
Keywords: regression
Description: Select Cost-efficient Variables Using Branching LARS Method
URL: ../../../library/branchLars/chm/branchLars.html

Entry: standardize
Aliases: standardize
Keywords: manip
Description: standardize the predictors to have mean 0 and norm 1; standardize the response to have mean 0;
URL: ../../../library/branchLars/chm/standardize.html

Entry: standardizeG
Aliases: standardizeG
Keywords: manip
Description: Standardize the squared and two-way interaction terms of the predictors; construct cost input variable accordingly;
URL: ../../../library/branchLars/chm/standardizeG.html

Entry: unstandardize
Aliases: unstandardize
Keywords: manip
Description: changes the estimated regression coefficients from standardized scale to original scale.
URL: ../../../library/branchLars/chm/unstandardize.html

Entry: drawTree
Aliases: drawTree
Keywords: tree
Description: plot the search tree
URL: ../../../library/branchLars/chm/drawTree.html

Entry: buildCostFun
Aliases: buildCostFun
Keywords: methods
Description: calculate the cost given the information of which variables are selected; can be user-provided
URL: ../../../library/branchLars/chm/buildCostFun.html

Entry: branchLars-internal
Aliases: branchOpt changeOrderX Loss12 buildChoose
Keywords: internal
Description: Internal branchLars functions
URL: ../../../library/branchLars/chm/branchLars-internal.html

Entry: print.branchLars
Aliases: print.branchLars
Keywords: print
Description: shows the regression coefficients in standardized scale
URL: ../../../library/branchLars/chm/print.branchLars.html

Entry: summary.branchLars
Aliases: summary.branchLars
Keywords: regression
Description: shows the optimal total loss and its three components
URL: ../../../library/branchLars/chm/summary.branchLars.html

Entry: predict.branchLars
Aliases: predict.branchLars
Keywords: utilities
Description: predict the response value given a new data set
URL: ../../../library/branchLars/chm/predict.branchLars.html

Entry: bic
Aliases: bic
Keywords: utilities
Description: calculate BIC value for a model selected by branchLars function
URL: ../../../library/branchLars/chm/bic.html

Entry: cp
Aliases: cp
Keywords: utilities
Description: calculate Cp value for a model selected by branchLars function
URL: ../../../library/branchLars/chm/cp.html

Entry: lambdaOpt
Aliases: lambdaOpt
Keywords: optimize
Description: given a user defined gamma value, find optimal tuning parameter lambda based on BIC
URL: ../../../library/branchLars/chm/lambdaOpt.html

Entry: diabetes
Aliases: diabetes
Keywords: datasets
Description: Blood and other measurements in diabetics
URL: ../../../library/branchLars/chm/diabetes.html

