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an-introduction-to-statistical-learning

This repository contains the exercises and its solution contained in the book An Introduction to Statistical Learning

awesome

Awesome resources on Bioinformatics, data science, machine learning, programming language (Python, Golang, R, Perl) and miscellaneous stuff.

awesome-causality-algorithms

An index of algorithms for learning causality with data

bayest-caviar

An adaptive MCMC algorithm for Bayesian Threshold CAViaR model

bda_course_aalto

Bayesian Data Analysis course at Aalto

bda_r_demos

Bayesian Data Analysis demos for R

c2plasso

R package for the structural varying-coefficient regression and the pliable lasso

causalforest

DEPRECATED. See new generalized random forest package for up-to-date implementation.

causaltoolbox

causaltree

Working repository for Causal Tree and extensions

classo

A package implements Classifier-Lasso

clusterr

Gaussian mixture models, k-means, mini-batch-kmeans and k-medoids clustering

deep-learning-with-keras

Code repository for Deep Learning with Keras published by Packt

deep-reinforcement-learning-hands-on

Hands-on Deep Reinforcement Learning, published by Packt

did

Difference in Differences with Multiple Periods

distreg

doublemachinelearning

R codes for double machine learning proposed by Chernozhukov et al. (2018, Econometrics Journal)

dptsdcd

ecomod_spml

Machine learning for spatial data: This repository contains the R-scripts for the analysis described in the paper "Importance of spatial predictor variable selection in machine learning applications - Moving from data reproduction to spatial prediction" submitted to Ecological Modelling

errata-of-econometrics

勘误表。《计量经济学-基于stata应用》，清华大学出版社，2024,01.杨利雄

financialsr

Extract and tidy SEC corporate financial data for analysis

fraud-detection

Credit Card Fraud detection and Classification using R

gmm-lasso

The scripts for simulation results in "Estimation of Sparse Structural Parameters with Many Endogenous Variables" (2016), Econometric Reviews.

leetcode

推荐刷题网站：https://www.lintcode.com/?utm_source=tf-github-lucifer2022 LeetCode Solutions: A Record of My Problem Solving Journey.( leetcode题解，记录自己的leetcode解题之路。)

llss-2018-jasa

maternspatialmodel-simulations

R Scripts for the simulation examples included in original research manuscript by Saqlain, Rönnegård, Alam, and Skarin

midasml

midasml package is dedicated to run predictive high-dimensional mixed data sampling models

midasr

R package for mixed frequency time series data analysis.

ml_spatial

Case studies for testing the risk of overfitting and the need for variable selection in spatial (-temporal) predictive modelling

models