Package: plsRbeta 0.3.0
plsRbeta: Partial Least Squares Regression for Beta Regression Models
Provides Partial least squares Regression for (weighted) beta regression models (Bertrand 2013, <http://journal-sfds.fr/article/view/215>) and k-fold cross-validation of such models using various criteria. It allows for missing data in the explanatory variables. Bootstrap confidence intervals constructions are also available.
Authors:
plsRbeta_0.3.0.tar.gz
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plsRbeta_0.3.0.tgz(r-4.4-any)plsRbeta_0.3.0.tgz(r-4.3-any)
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plsRbeta.pdf |plsRbeta.html✨
plsRbeta/json (API)
# Install 'plsRbeta' in R: |
install.packages('plsRbeta', repos = c('https://fbertran.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/fbertran/plsrbeta/issues
- TxTum - Cancer infiltration rates
- TxTum.mod.bootBC1 - Bootstrap distribution TxTum BC1 model
- TxTum.mod.bootBR6 - Bootstrap distribution TxTum BR6 model
- 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
- modpls.boot3 - Bootstrap distribution of a 3 components model
- modpls_sub4 - A plsRbetamodel model on a data subset
Last updated 2 years agofrom:5074584351. Checks:OK: 5 NOTE: 2. Indexed: yes.
Target | Result | Date |
---|---|---|
Doc / Vignettes | OK | Oct 27 2024 |
R-4.5-win | NOTE | Oct 27 2024 |
R-4.5-linux | NOTE | Oct 27 2024 |
R-4.4-win | OK | Oct 27 2024 |
R-4.4-mac | OK | Oct 27 2024 |
R-4.3-win | OK | Oct 27 2024 |
R-4.3-mac | OK | Oct 27 2024 |
Exports:bootplsbetacoefs.plsRbetacoefs.plsRbeta.rawcoefs.plsRbetanpkfolds2CVinfos_betapermcoefs.plsRbetapermcoefs.plsRbeta.rawpermcoefs.plsRbetanpPLS_betaPLS_beta_formulaPLS_beta_kfoldcvPLS_beta_kfoldcv_formulaPLS_beta_wvcplsRbetaplsRbetamodel.defaultplsRbetamodel.formulaprint.plsRbetamodelprint.summary.plsRbetamodelsimul_data_UniYX_betasummary.plsRbetamodeltilt.bootplsbeta
Dependencies:abindbackportsbetaregbipartitebootbroomcarcarDatacliclustercodacolorspacecowplotcpp11DerivdoBydotCall64dplyrfansifarverfieldsflexmixFormulagenericsggplot2gluegtableigraphisobandlabelinglatticelifecyclelme4lmtestmagrittrmapsMASSMatrixMatrixModelsmgcvmicrobenchmarkminqamodelrmodeltoolsmunsellmvtnormnetworknlmenloptrnnetnumDerivpbkrtestpermutepillarpkgconfigplsRglmpurrrquantregR6RColorBrewerRcppRcppEigenrlangsandwichscalessnaspamSparseMstatnet.commonstringistringrsurvivaltibbletidyrtidyselectutf8vctrsveganviridisLitewithrzoo