Archived repo - This R Package is not developed anymore (only maintenance). It was replaced by R package rchemo

Penalized precision matrix estimation via ADMM

Elastic Net, Lasso and Ridge models can be analyzed by the formula format.

Comparing the different types of Regression

R packages which implements most known linear regression model: pls, OLS, ridge, lasso, LAR, principal components regression...

Baseball team data (1950~2017, 2 leagues) analysis via R as an assignment of stats lecture at univ.

Case study on regularisation methods for statistics and machine learning

Repository for my Master's thesis comparing volatility models.

Penalized precision matrix estimation

Analysis of Influencing Factors Leading to Suicidal Actions via Linear Regression and Regularization Methods

Personal R Package

Ejercicio de regresiones por distintos métodos (Mejor Selección de Conjuntos, Selección de pasos hacia adelante, Ridge, LASSO, Elastic Net, Componentes Principales, Mínimos Cuadrados Parciales, etc.)

Generalized Ridge Trace Plots for Ridge Regression

Supervised learning and unsupervised in R, with a focus on regression and classification methods.

A repository created to explore and understand Statistics through coding.