Partial Least Squares Regression for Beta Regression Models


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Documentation for package ‘plsRbeta’ version 0.2.6

Help Pages

bootplsbeta Non-parametric Bootstrap for PLS beta regression models
coefs.plsRbeta Coefficients function for bootstrap techniques
kfolds2Chisq Computes Predicted Chisquare for kfold cross validated partial least squares beta regression models.
kfolds2Chisqind Computes individual Predicted Chisquare for kfold cross validated partial least squares beta 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 function for permutation bootstrap techniques
plsRbeta Partial least squares Regression beta regression models
plsRbetamodel.default Partial least squares Regression beta regression models
plsRbetamodel.formula Partial least squares Regression beta regression models
PLS_beta Partial least squares beta regression models
PLS_beta_formula Partial least squares beta regression 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 Non-parametric tilted bootstrap for PLS beta regression models