Regression - Discriminant Analysis - PCA - Clustering - GMM & EM in R

Tools and codes used in spatial modeling

All Algorithms implemented in Python

🤖 Python examples of popular machine learning algorithms with interactive Jupyter demos and math being explained

《代码随想录》LeetCode 刷题攻略：200道经典题目刷题顺序，共60w字的详细图解，视频难点剖析，50余张思维导图，支持C++，Java，Python，Go，JavaScript等多语言版本，从此算法学习不再迷茫！🔥🔥 来看看，你会发现相见恨晚！🚀

Conversion of R regression output to LaTeX or HTML tables.

Treatment Effects in Interactive Fixed Effects Model

Code corresponding to my research module paper on the Interactive-Effects Estimator.

The lasso implementation using c++ in R shows significant speed improvement. The armadillo library eases the code implementation in C++, since it consists of easy operation using vectors and matrix

Replication data and files for Chen, Christensen, and Tamer (2018): "Monte Carlo Confidence Sets for Identified Sets"

Markov Chain Monte Carlo - Gibbs Sampling and Hamiltonian Monte Carlo

Understand Gibbs sampling

Probability Similation and Gibb Sampling using R, Springer-Verlag, book code

R package for parameter estimation of regime switching time series models using Gibbs sampling.

Bayesian Inference Engine with focus on slice sampling

《基本有用的计量经济学》（MUSE）

Applied Economic Forecasting Using Time Series Methods By Eric Ghysels, Massimiliano Marcellino (Python)

❗ This is a read-only mirror of the CRAN R package repository. Bayesthresh — Bayesian thresholds mixed-effects models for categorical data

❗ This is a read-only mirror of the CRAN R package repository. dtp — Dynamic Panel Threshold Model

❗ This is a read-only mirror of the CRAN R package repository. pdR — Threshold Model and Unit Root Tests in Cross-Section and Time Series Data

❗ This is a read-only mirror of the CRAN R package repository. TAR — Bayesian Modeling of Autoregressive Threshold Time Series Models

🤠 📿 The Highly Adaptive Lasso

Replication material for 'Sharp threshold detection based on sup-norm error rates in high-dimensional models'

Causal Inference in Case-Control Studies

Experiment scripts for proportional classification with the tmca.classify package

R package for proportional classification and active learning