bashtage/linearmodels

Additional linear models including instrumental variable and panel data models that are missing from statsmodels.

Language: Python - Size: 126 MB - Last synced: about 16 hours ago - Pushed: about 17 hours ago - Stars: 896 - Forks: 179

FixedEffects/FixedEffectModels.jl

Fast Estimation of Linear Models with IV and High Dimensional Categorical Variables

Language: Julia - Size: 1.96 MB - Last synced: 2 days ago - Pushed: about 2 months ago - Stars: 223 - Forks: 46

jmboehm/GLFixedEffectModels.jl

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

Language: Julia - Size: 442 KB - Last synced: 25 days ago - Pushed: 5 months ago - Stars: 33 - Forks: 6

nicholaspoggioli/code-fixed-effects-regression

Generate longitudinal data and demonstrate the bias caused by failed fixed effects assumptions.

Language: Stata - Size: 645 KB - Last synced: about 2 months ago - Pushed: about 3 years ago - Stars: 0 - Forks: 1

Sarthak-Mohapatra/Effect-of-Shall-Carry-Law-on-Violence-Rate-in-United-States

As part of this project, we have used Regression Analysis on top of a panel data on Guns in USA to determine the "Effect of Shall-Carry Law on Violence Rate and Incarceration Rate in United States".

Language: R - Size: 1.46 MB - Last synced: 3 months ago - Pushed: about 4 years ago - Stars: 1 - Forks: 0

RezaDastranj/LME-ASDRs

Age-Gender-Country-Specific Death Rates Modelling and Forecasting: A Linear Mixed-Effects Model

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monika-kaczan/advanced-econometrics

Project for the 2021/22 Advanced Econometrics class at the Faculty of Economic Sciences, University of Warsaw. In this project we build FE and RE panel data models to assess the relationship between firm performance and CEO gender.

Language: Stata - Size: 693 KB - Last synced: 4 months ago - Pushed: 4 months ago - Stars: 0 - Forks: 0

sergiocorreia/reghdfe

Linear, IV and GMM Regressions With Any Number of Fixed Effects

Language: Stata - Size: 13.1 MB - Last synced: 5 months ago - Pushed: 5 months ago - Stars: 202 - Forks: 56

JohannesSKunz/brfeglm

Bias reduced fixed effect generalized linear models

Language: Stata - Size: 45.9 KB - Last synced: 7 months ago - Pushed: 12 months ago - Stars: 5 - Forks: 3

stephentino/estimate_akm

Estimate an AKM-style two-way fixed effects model using Canadian matched employer-employee data.

Language: R - Size: 161 KB - Last synced: 7 months ago - Pushed: 7 months ago - Stars: 1 - Forks: 1

waldronbios2/session9

Language: Shell - Size: 3.22 MB - Last synced: 6 months ago - Pushed: 6 months ago - Stars: 0 - Forks: 2

eriliawu/magnesium-meta

a meta-analysis on the effect of intravenous magnesium on myocardial infarction

Language: R - Size: 603 KB - Last synced: 9 months ago - Pushed: almost 6 years ago - Stars: 1 - Forks: 1

m-clark/clustered-data

Raw files for a document covering different approaches to dealing with dependent data.

Language: R - Size: 2.31 MB - Last synced: 10 months ago - Pushed: over 5 years ago - Stars: 2 - Forks: 0

ulaseraslan/Econometrics

Sabanci University ECON 301 (Econometrics) Problem Set Solutions & Stata Analysis

Language: Stata - Size: 3.24 MB - Last synced: 10 months ago - Pushed: over 3 years ago - Stars: 1 - Forks: 1

sgaure/lfe

Source code repository for the R package lfe on CRAN.

Language: R - Size: 562 KB - Last synced: 3 months ago - Pushed: about 1 year ago - Stars: 52 - Forks: 18

sergiocorreia/ppmlhdfe

Poisson pseudo-likelihood regression with multiple levels of fixed effects

Language: HTML - Size: 4.52 MB - Last synced: 12 months ago - Pushed: over 2 years ago - Stars: 55 - Forks: 13

hcchuang/Revamping-Firm-Fixed-Effects-Models-with-Machine-Learning

The repository provides state-of-arts machine-learning approaches to revamping firm fixed effects models in finance studies.

Language: Stata - Size: 239 KB - Last synced: about 1 year ago - Pushed: over 1 year ago - Stars: 5 - Forks: 0

ed-dehaan/sumhdfe

Summary and diagnostic information for evaluating within-fixed-effect variation.

Language: Stata - Size: 13.3 MB - Last synced: 12 months ago - Pushed: almost 3 years ago - Stars: 29 - Forks: 16

JuliaDiffinDiffs/InteractionWeightedDIDs.jl 📦

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

Language: Julia - Size: 187 KB - Last synced: about 1 year ago - Pushed: about 2 years ago - Stars: 13 - Forks: 2

mchamochin1/SDGs-interlinks-with-Climate-Change-Energy-Transition

Connecting the Sustainable Development Goals with climate change and the energy transition

Language: Jupyter Notebook - Size: 27.8 MB - Last synced: 4 months ago - Pushed: about 1 year ago - Stars: 0 - Forks: 0

mauep2025/Multy-Country-Exchange-Rate-

The main aim of this code is to measure the co-movements along 9 different currencies.

Language: MATLAB - Size: 92.8 KB - Last synced: about 1 year ago - Pushed: over 1 year ago - Stars: 0 - Forks: 2

ksolarski/bachelor-thesis

Monte Carlo Simulation comparing the performance of various estimators for panel data with binary dependent variable models

Language: R - Size: 482 KB - Last synced: about 1 year ago - Pushed: over 2 years ago - Stars: 0 - Forks: 0

calosor/ols_regression

OLS regression with possibility of controlling for fixed effects and robust standard errors

Language: Python - Size: 8.79 KB - Last synced: about 1 year ago - Pushed: about 1 year ago - Stars: 0 - Forks: 0

youngdataspace/K-Means-Clustering-Fixed-Effects

Form fixed effect groups through K-means clustering

Language: Jupyter Notebook - Size: 4.55 MB - Last synced: about 1 year ago - Pushed: about 2 years ago - Stars: 1 - Forks: 0

pmagtulis/economic-freedom-regression

Regression analysis of the Economic Freedom Index. A project for Algorithms class at Columbia.

Language: Jupyter Notebook - Size: 1.66 MB - Last synced: about 1 year ago - Pushed: about 2 years ago - Stars: 0 - Forks: 0