Josué M's starred repositories
computer-science
:mortar_board: Path to a free self-taught education in Computer Science!
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.
AlpacaDataCleaned
Alpaca dataset from Stanford, cleaned and curated
coding-for-economists
This repository hosts the code behind the online book, Coding for Economists.
awesome-computational-social-science
A list of awesome resources for Computational Social Science
Practical-Time-Series-In-Python
Practical guidance for time series analysis in Python
kdd2021-tutorial
EconML/CausalML KDD 2021 Tutorial
data-visualisation-scripts
Collection of scripts for data visualisation and good code practice.
structural_behavioral_economics
Python and Julia Code for Structural Behavioral Economics
Computational-Macroeconomics
A graduate course on Computational Macroeconomics
python_julia_structural_behavioral_economics
Python and Julia Code for Structural Behavioral Economics
testandroll
Replication Files for Feit and Berman (2019) Test & Roll: Profit-Maximizing A/B Tests, Marketing Science.
Stochastic-Processes--National-Research-University-Higher-School-of-Economics---Coursera
Course materials for the Coursera MOOC: Stochastic Processes from National Research University Higher School of Economics
data_visualization_practice
Data visualization and Information Design with Python and R
mcmc_visualization_tools
Markov Chain Monte Carlo Visualization Tools
EmotionTimeSeries
Data archive of seven open emotion time series from studies using Experience Sampling Methodology
sequential-bayes-ab
A Repository of Stan Models for Bayesian Sequential A/B Testing
Mexico_CPI
Mexico Consumer Price Index Inflation Calculator (INPC)
ExpEcoWorkflow_course_repository
This is a full course about data management in Experimental Economics. The apps are programmed in oTree and the data analysis in R (Markdown).