Partial Least Squares Regression for Beta Regression Models

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Documentation for package ‘plsRbeta’ version 0.3.0

• DESCRIPTION file.
• User guides, package vignettes and other documentation.

Help Pages

plsRbeta-package	plsRbeta-package
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.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
TxTum	Cancer infiltration rates
TxTum.mod.bootBC1	Bootstrap distribution TxTum BC1 model
TxTum.mod.bootBR6	Bootstrap distribution TxTum BR6 model