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Econml ⭐ 3,522

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

Fecon235 ⭐ 622

Notebooks for financial economics. Keywords: Jupyter notebook pandas Federal Reserve FRED Ferbus GDP CPI PCE inflation unemployment wage income debt Case-Shiller housing asset portfolio equities SPX bonds TIPS rates currency FX euro EUR USD JPY yen XAU gold Brent WTI oil Holt-Winters time-series forecasting statistics econometrics

Coding For Economists ⭐ 589

This repository hosts the code behind the online book, Coding for Economists.

Mostly Harmless Replication ⭐ 470

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

Guide2econra ⭐ 166

Research by Carlos Góes

Econ5170 ⭐ 127

Econ5170@CUHK: Computational Methods in Economics (2020 Spring).

Appelpy ⭐ 124

Applied Econometrics Library for Python

Econ Data Science ⭐ 100

Articles/ Journals and Videos related to Economics📈 and Data Science 📊

Temporal.jl ⭐ 82

Time series implementation for the Julia language focused on efficiency and flexibility

Econometrics With Python ⭐ 77

Tutorials of econometrics featuring Python programming. This is a crash course for reviewing the most important concepts and techniques of basic econometrics, the theories are presented lightly without hustles of derivation and Python codes are straightforward.

Econometrics Cheatsheet ⭐ 72

Multiple econometrics cheat sheets with a complete and summarize review going from the basics of an econometric model to the solution of the most popular problems.

Fecon236 ⭐ 55

Tools for financial economics. Curated wrapper over Python ecosystem. Source code for fecon235 Jupyter notebooks.

Sequential Monte Carlo algorithm for approximation of posterior distributions.

Ipeadatapy ⭐ 51

ipeadatapy is a data and metadata extraction package made in Python using Ipeadata database official API. In it's essence it is an API wrapper.

Economics and Pricing in R

Course on Dynamic Stochastic General Equilibrium (DSGE): Models, Solution, Estimation (graduate level)

Glfixedeffectmodels.jl ⭐ 31

Fast estimation of generalized linear models with high dimensional categorical variables in Julia

Microeconometrics.jl ⭐ 28

Microeconometric estimation in Julia

Bacondecomp ⭐ 28

Bacon-Goodman decomposition for differences-in-differences with variation in treatment timing.

Diffindiffs.jl ⭐ 27

A suite of Julia packages for difference-in-differences

Dbnomics.jl ⭐ 25

Access DBnomics data series from Julia.

Machine Learning For Economic Analysis ⭐ 23

Material for the exercise sessions of master course Machine Learning for Economic Analysis @UZH

Quickly assemble data from the Panel Study of Income Dynamics (PSID)

Computational Economics ⭐ 18

Algorithmic game theory, recursive macroeconomics, machine learning for econometrics

Beadata.jl ⭐ 17

A Julia interface for retrieving data from the Bureau of Economic Analysis (BEA).

Blm Replicate ⭐ 16

Replication package for Bonhomme Lamadon and Manresa paper, A distributional framework for matched data

Xlmatrix ⭐ 15

Handle vectors and matrices in Excel with Lambda functions. Conduct statistical and econometric analysis with ease. No VBA!

Binscatter ⭐ 13

Interactionweighteddids.jl ⭐ 13

Regression-based multi-period difference-in-differences with heterogenous treatment effects

Python package for the simulation and estimation of generalized Roy model

My_reading_list ⭐ 12

A list of various articles that I find helpful for reading about deep learning, forecasting, or macroeconomics

Macroeconometrics ⭐ 12

Course on Macroeconometrics (graduate level)

Data_science ⭐ 12

Getting started working with data, with applications to economics

Alistair.jl ⭐ 11

A minimal regression library for Julia

Open Ado ⭐ 10

Open source repository for user-written ado files

Teaching ⭐ 10

Lectures and tutorials for number of courses in economics and statistics.

Modelconstructors.jl ⭐ 9

Build custom model types for estimation.

Econforecasting R ⭐ 8

This is the data scraping & modeling code used for models shown in https://econforecasting.com.

Localprojections.jl ⭐ 8

Local projection methods for impulse response estimation

Code for UTexas Structural Econometrics and IO

Metrics Mathcamp 2020 ⭐ 6

Harvard Economics department's econometrics math camp material for 2020

Econforecasting Web ⭐ 6

This is the website code for https://econforecasting.com.

Statmetrics Android ⭐ 6

Mobile App Solution for Portfolio Analytics and Investment Management

Related Searches

Python Economics (173)

Jupyter Notebook Economics (125)

R Econometrics (113)

R Economics (103)

1-44 of 44 search results

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