R: Partial Least Squares Regression for Beta Regression Models

# Partial Least Squares Regression for Beta Regression Models

## Documentation for package ‘plsRbeta’ version 0.3.3

- DESCRIPTION file
- User guides, package vignettes and other documentation
- Package README

## Help Pages

bootplsbeta | Non-parametric Bootstrap for PLS beta regression models
coefs.plsRbeta | Coefficients function for bootstrap techniques
coefs.plsRbeta.raw | Raw coefficients function for bootstrap techniques
coefs.plsRbetanp | Coefficients for bootstrap computations of PLSBeta models
colon | Tumor rate and spectral data
ind_BCa_nt1BC | ind_BCa_nt1BC
ind_BCa_nt1BR | ind_BCa_nt1BR
ind_BCa_nt2BC | ind_BCa_nt2BC
ind_BCa_nt2BR | ind_BCa_nt2BR
ind_BCa_nt3 | ind_BCa_nt3
ind_BCa_nt3BC | ind_BCa_nt3BC
ind_BCa_nt3BR | ind_BCa_nt3BR
ind_BCa_nt4BC | ind_BCa_nt4BC
ind_BCa_nt4BR | ind_BCa_nt4BR
ind_BCa_nt5BC | ind_BCa_nt5BC
ind_BCa_nt5BR | ind_BCa_nt5BR
ind_BCa_nt6BC | ind_BCa_nt6BC
ind_BCa_nt6BR | ind_BCa_nt6BR
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
modpls.boot3 | Bootstrap distribution of a 3 components model
modpls_sub4 | A plsRbetamodel model on a data subset
permcoefs.plsRbeta | Coefficients function for permutation bootstrap techniques
permcoefs.plsRbeta.raw | Raw coefficients function for permutation bootstrap techniques
permcoefs.plsRbetanp | Coefficients for permutation bootstrap computations of PLSBeta models
plsRbeta | Partial least squares Regression beta regression models
plsRbetamodel | 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
predict.plsRbetamodel | Predict method for plsRbeta models
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
TxTum | Cancer infiltration rates
TxTum.mod.bootBC1 | Bootstrap distribution TxTum BC1 model
TxTum.mod.bootBR6 | Bootstrap distribution TxTum BR6 model