Introduction | Main Features | Key Argument and Output Summary | Theoretical Overview | Shrinkage estimators | Generalized Linear Model and its IRLS Implementation | Simulation Examples | Logistic Regression | Balanced Data | Imbalanced Data | Poisson GLMs | Log Link Function | sqrt Link Function | Gamma GLMs | log Link Function | Real Data Analysis | FL dataset with log Link Function | LA dataset with sqrt Link Function

Introduction | Installation | Parity Regression Model Estimation | Cross-Validation for Parity Regression Models | Conclusion

Introduction | Theoretical Overview | Multiplicative Shrinkage | Slab Regression | Linear Shrinkage | Shrinkage Ridge Regression | Summary of Shrinkage Estimators | Simulation Examples | Multiplicative Shrinkage and Slab Regression | Multivariate Gaussian Distribution | Student's t Distribution | Gaussian Copula with Binomial Margins | Linear Shrinkage | Multivariate Gaussian Distribution | Student's t Distribution | Shrinkage Ridge Regression | Latent Space Features | Real Data Analysis | Cybersickness data | Portfolio Investment