Methods for Partial Linear Single Index Model
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Documentation for package ‘PLSiMCpp’ version 1.0.4
Help Pages
| bwsel_Core | select bandwidth |
| bwsel_new.CrossValidation | select bandwidth |
| bwsel_new.default | select bandwidth |
| deal_formula | select bandwidth |
| dropOneVar | Variable Selection for Partial Linear Single Index Models |
| plsim.bw | select bandwidth |
| plsim.bw.default | select bandwidth |
| plsim.bw.formula | select bandwidth |
| plsim.est | Profile Least Squares Estimator |
| plsim.est.default | Profile Least Squares Estimator |
| plsim.est.formula | Profile Least Squares Estimator |
| plsim.ini | Initialize coefficients |
| plsim.ini.default | Initialize coefficients |
| plsim.ini.formula | Initialize coefficients |
| plsim.lam | Select lambda for Penalized Profile Least Squares Estimator |
| plsim.lam.default | Select lambda for Penalized Profile Least Squares Estimator |
| plsim.lam.formula | Select lambda for Penalized Profile Least Squares Estimator |
| plsim.MAVE | Minimum Average Variance Estimation |
| plsim.MAVE.default | Minimum Average Variance Estimation |
| plsim.MAVE.formula | Minimum Average Variance Estimation |
| plsim.npTest | Testing nonparametric component |
| plsim.pTest | Testing Parametric Components |
| plsim.vs.hard | Variable Selection for Partial Linear Single Index Models |
| plsim.vs.hard.default | Variable Selection for Partial Linear Single Index Models |
| plsim.vs.hard.formula | Variable Selection for Partial Linear Single Index Models |
| plsim.vs.soft | Penalized Profile Least Squares Estimator |
| plsim.vs.soft.default | Penalized Profile Least Squares Estimator |
| plsim.vs.soft.formula | Penalized Profile Least Squares Estimator |
| predict.pls | Predict according to the Estimated Parameters |
| stepWise | Variable Selection for Partial Linear Single Index Models |
| summary.pls | select bandwidth |
| varSelCore | Variable Selection for Partial Linear Single Index Models |
| varSelCore.PPLSE | Variable Selection for Partial Linear Single Index Models |
| varSelCore.StepWise | Variable Selection for Partial Linear Single Index Models |