Partial least squares Regression for beta regression models


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Documentation for package ‘plsRbeta’ version 0.1.7

Help Pages

bootplsbeta Non-parametric Bootstrap for PLS generalized linear models
coefs.plsRbeta Coefficients for bootstrap computations
kfolds2Chisq Computes Predicted Chisquare for kfold cross validated partial least squares regression models.
kfolds2Chisqind Computes individual Predicted Chisquare for kfold cross validated partial least squares regression models.
kfolds2CVinfos_beta Extracts and computes information criteria and fits statistics for kfold cross validated partial least squares beta regression models
permcoefs.plsRbeta Coefficients computation for permutation bootstrap
plsRbeta Partial least squares Regression generalized linear models
plsRbetamodel.default Partial least squares Regression generalized linear models
plsRbetamodel.formula Partial least squares Regression generalized linear models
PLS_beta Partial least squares Regression generalized linear models
PLS_beta_formula Partial least squares Regression generalized linear models
PLS_beta_kfoldcv Partial least squares regression beta models with kfold cross validation
PLS_beta_kfoldcv_formula Partial least squares regression beta models with kfold cross validation
PLS_beta_wvc Light version of PLS\_beta for cross validation purposes
print.plsRbetamodel Print method for plsRbeta models
print.summary.plsRbetamodel Print method for summaries of plsRbeta models
simul_data_UniYX_beta Data generating function for univariate beta plsR models
summary.plsRbetamodel Summary method for plsRbeta models
tilt.bootplsbeta Tilted bootstrap for PLS models