Zhengming-Li's repositories
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
Bayesian-causal-inference
Tutorials on Stan for Bayesian causal inference
carbon_emissions
A project that analyses recent carbon emissions worldwide
Comparison-Programming-Languages-Economics
A Comparison of Programming Languages in Economics
data_exploration
Imperial College London / Graduate School / Data Science / Data Exploration & Visualisation
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
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)
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
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
mostly-harmless-replication
Replication of tables and figures from "Mostly Harmless Econometrics" in Stata, R, Python and Julia.
NumericalMethods
website for numerical methods course
perturbation_codes
This code produces the results of the paper: Christian Bayer, Ralph Luetticke (2020). Solving heterogeneous agent models in discrete time with many idiosyncratic states by perturbation methods. Quantitative Economics
Python4DS
Jupyter Notebooks used on my DataScience projects
Stata-Regression-Teaching-Exercise
Teaching exercise for stata with summary statistics, graphing, logistic regression and exporting results tables.
Syllabus
Syllabus for CompEcon Course
TAmaterials
This repository includes materials I prepared for leading TA sessions of courses in quantitative research methods. These courses were targeted mainly to graduate students with wide ranging backgrounds in stats and quant methods.
toolbox
Toolbox for "A Solution Method for Continuous-Time General Equilibrium Models"