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Partial least squares beta regression models |
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Partial least squares beta regression models |
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Partial least squares regression beta models with kfold cross validation |
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Partial least squares regression beta models with kfold cross validation |
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Light version of PLS_beta for cross validation purposes |
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Cancer infiltration rates |
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Bootstrap distribution TxTum BC1 model |
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Bootstrap distribution TxTum BR6 model |
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Non-parametric Bootstrap for PLS beta regression models |
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Coefficients function for bootstrap techniques |
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Raw coefficients function for bootstrap techniques |
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Coefficients for bootstrap computations of PLSBeta models |
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Tumor rate and spectral data |
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ind_BCa_nt1BC |
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ind_BCa_nt1BR |
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ind_BCa_nt2BC |
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ind_BCa_nt2BR |
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ind_BCa_nt3 |
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ind_BCa_nt3BC |
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ind_BCa_nt3BR |
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ind_BCa_nt4BC |
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ind_BCa_nt4BR |
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ind_BCa_nt5BC |
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ind_BCa_nt5BR |
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ind_BCa_nt6BC |
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ind_BCa_nt6BR |
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Extracts and computes information criteria and fits statistics for kfold cross validated partial least squares beta regression models |
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Computes Predicted Chisquare for kfold cross validated partial least squares beta regression models. |
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Computes individual Predicted Chisquare for kfold cross validated partial least squares beta regression models. |
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Bootstrap distribution of a 3 components model |
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A plsRbetamodel model on a data subset |
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Coefficients function for permutation bootstrap techniques |
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Raw coefficients function for permutation bootstrap techniques |
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Coefficients for permutation bootstrap computations of PLSBeta models |
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plsRbeta-package |
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Partial least squares Regression beta regression models |
Print method for plsRbeta models |
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Print method for summaries of plsRbeta models |
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Data generating function for univariate beta plsR models |
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Summary method for plsRbeta models |
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Non-parametric tilted bootstrap for PLS beta regression models |