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awesome-causal-inference

A (concise) curated list of awesome Causal Inference resources.

awesome-causality-algorithms

An index of algorithms for learning causality with data

awesome-mlss

List of summer schools in machine learning + related fields across the globe

bayerluetticke

bayesian-causal-inference

Tutorials on Stan for Bayesian causal inference

carbon_emissions

A project that analyses recent carbon emissions worldwide

causal-inference

Materials Collection for Causal Inference

causal-inference-mastery

Notes and simulations on graduate level causal inference in statistics with applications to social sciences.

comparison-programming-languages-economics

A Comparison of Programming Languages in Economics

data_exploration

Imperial College London / Graduate School / Data Science / Data Exploration & Visualisation

deep_learning_intro

deepequilibriumnets

dsge-higher-order-approximation

DSGE higher order approx. nlma pruning

econjobmarket

Files for downloading and parsing listings from job posting websites.

experimentdata

expert_readed_books

2021年最新总结，推荐工程师合适读本，计算机科学，软件技术，创业，**类，数学类，人物传记书籍

fall-2020

financial-frictions-course

This is a PhD course on financial frictions in macroeconomic models. This repository includes all the materials taught and is constantly updated

firmlevelrisk

Example code to create firm level risk in Hassan et al. (2020)

gsb_summer_course

hank_businesscycleandinequality

housing-boom-bust

Replication materials for Kaplan, Mitman and Violante (2020): "The Housing Boom and Bust: Model Meets Evidence" published in the Journal of Political Economy

ip2019

ks_perturbation_vs_mit

This code solves the Krusell-Smith model in two ways: Perturbation and MIT shock. More details on the model and the solution approach can be found in the paper: Christian Bayer, Ralph Luetticke (2020). Solving heterogeneous agent models in discrete time with many idiosyncratic states by perturbation methods. Quantitative Economics

learn-regex

Learn regex the easy way

lecture-python.notebooks

Notebooks for https://python.quantecon.org

macro_ml

Course Website on Macroeconomic Analysis with Machine Learning and Big Data

macrofinance

mostly-harmless-replication

Replication of tables and figures from "Mostly Harmless Econometrics" in Stata, R, Python and Julia.

numericalmethods

website for numerical methods course