Quantile-based estimators with Qest4 days ago
1. The Q-estimator | 2. User-defined quantile functions | Censored data | 3. Families | 4. Robustness | 5. Proportional hazards models | 6. Numerical details | References
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Clusters of effects curves and waveforms with clustEff4 days ago
1. The dissimilarity | 2. Waveforms | 3. Effects curves of quantile regression coefficients models | 4. Choosing the number of clusters | 5. FPCAC | References
Penalized and nonlinear quantile regression coefficients modeling with qrcmNP5 days ago
1. Quantile regression coefficients modeling | 2. Penalized QRCM: piqr() | A simulated example | Selecting $\lambda$ | Group lasso | Inference after selection | Censored data | Algorithm | 3. Nonlinear parametric quantile models: niqr() | Nonlinear in the parameters | Nonlinear in the covariates: a dose-response model | Inference | References
An Introduction to islasso1 years ago
Abstract | Introduction | The R functions | A worked example: the Prostate data set | References