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@py-econometrics

py-econometrics

Tools for Applied Econometrics in Python

Hi there 👋

We develop tools for applied (micro-) econometrics in Python.

  • pyfixest implements fast routines for fixed effects regression (OLS, IV, Poisson) and a wide range of inference procedures (iid, HC1-3, CRV1, CRV3, randomization inference, multiple testing corrections via Bonferroni & Romano-Wolf) following the syntax of the formidable fixest R package.

  • wildboottest implements multiple fast wild cluster bootstrap algorithms as developed in Roodman et al (2019) and MacKinnon, Nielsen & Webb(2022).

  • fastmatch implements fast matching estimators for causal inference that uses faiss for nearest neighbours.

  • gmm helps you minimize generalized methods of moments (GMM) objective functions.

Popular repositories Loading

  1. pyfixest pyfixest Public

    Fast High-Dimensional Fixed Effects Regression in Python following fixest-syntax

    Python 126 30

  2. wildboottest wildboottest Public

    python module for wild cluster bootstrapping

    Python 7

  3. fastmatch fastmatch Public

    fast matching estimators for causal inference

    Python 5

  4. gmm gmm Public

    Generalized Method of Moments estimation

    Jupyter Notebook 3 1

  5. stargazer stargazer Public

    Forked from StatsReporting/stargazer

    Python implementation of the R stargazer multiple regression model creation tool

    Jupyter Notebook 1

  6. .github .github Public

Repositories

Showing 6 of 6 repositories
  • pyfixest Public

    Fast High-Dimensional Fixed Effects Regression in Python following fixest-syntax

    py-econometrics/pyfixest’s past year of commit activity
    Python 126 MIT 30 59 (1 issue needs help) 6 Updated Aug 9, 2024
  • gmm Public

    Generalized Method of Moments estimation

    py-econometrics/gmm’s past year of commit activity
    Jupyter Notebook 3 1 0 0 Updated Jul 13, 2024
  • wildboottest Public

    python module for wild cluster bootstrapping

    py-econometrics/wildboottest’s past year of commit activity
    Python 7 MIT 0 21 6 Updated Jun 26, 2024
  • stargazer Public Forked from StatsReporting/stargazer

    Python implementation of the R stargazer multiple regression model creation tool

    py-econometrics/stargazer’s past year of commit activity
    Jupyter Notebook 1 49 0 0 Updated May 31, 2024
  • .github Public
    py-econometrics/.github’s past year of commit activity
    0 0 0 0 Updated May 28, 2024
  • fastmatch Public

    fast matching estimators for causal inference

    py-econometrics/fastmatch’s past year of commit activity
    Python 5 0 0 0 Updated Nov 5, 2023

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