lzy318

Ziyi Liu (刘子毅) PhD Student at the Haas School of Business, UC Berkeley

UC Berkeley

Pinned Repositories

HonestDiD
Robust inference in difference-in-differences and event study designs
Language:R171 7 3345
beautiful-jekyll
✨ Build a beautiful and simple website in literally minutes. Demo at https://beautifuljekyll.com
Language:HTML00
Interflex-Tutorial
The User Guide Page for the package Interflex
Language:SCSS00
Interflex_Tutorial
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slate
Slate is a Jekyll theme for GitHub Pages
Language:CSS00
EconML
ALICE (Automated Learning and Intelligence for Causation and Economics) is a Microsoft Research project aimed at applying Artificial Intelligence concepts to economic decision making. One of its goals is to build a toolkit that combines state-of-the-art machine learning techniques with econometrics in order to bring automation to complex causal inference problems. To date, the ALICE Python SDK (econml) implements orthogonal machine learning algorithms such as the double machine learning work of Chernozhukov et al. This toolkit is designed to measure the causal effect of some treatment variable(s) t on an outcome variable y, controlling for a set of features x.
Language:Jupyter Notebook3.8k 75 568713
fastplm
Fast fixed effect algorithm
Language:R7 2 156
fect
fixed effect counterfactual estimators
Language:R54 6 4020
fect_stata
Stata package for Fixed Effect Counterfactual Estimators
Language:Stata21 1 511
interflex
Multiplicative Interaction Models Diagnostics and Visualization, Producing Flexible Marginal Effect Estimates
Language:R31 4 1213

lzy318/beautiful-jekyll
✨ Build a beautiful and simple website in literally minutes. Demo at https://beautifuljekyll.com
Language:HTML00
lzy318/Interflex-Tutorial
The User Guide Page for the package Interflex
Language:SCSS00
lzy318/Interflex_Tutorial
00
lzy318/slate
Slate is a Jekyll theme for GitHub Pages
Language:CSS00