Additional linear models including instrumental variable and panel data models that are missing from statsmodels.
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Updated
Jun 25, 2024 - Python
Additional linear models including instrumental variable and panel data models that are missing from statsmodels.
Linear, IV and GMM Regressions With Any Number of Fixed Effects
Fast Estimation of Linear Models with IV and High Dimensional Categorical Variables
Source code repository for the R package lfe on CRAN.
Summary and diagnostic information for evaluating within-fixed-effect variation.
Poisson pseudo-likelihood regression with multiple levels of fixed effects
Fast estimation of generalized linear models with high dimensional categorical variables in Julia
This repository introduces how to run fixed effects models and do some hypothesis testing in Stata.
Bias reduced fixed effect generalized linear models
Regression-based multi-period difference-in-differences with heterogenous treatment effects
Estimate an AKM-style two-way fixed effects model using Canadian matched employer-employee data.
The main aim of this code is to measure the co-movements along 9 different currencies.
Sabanci University ECON 301 (Econometrics) Problem Set Solutions & Stata Analysis
Generate longitudinal data and demonstrate the bias caused by failed fixed effects assumptions.
a meta-analysis on the effect of intravenous magnesium on myocardial infarction
OLS regression with possibility of controlling for fixed effects and robust standard errors
Using Fixed Effect, Random Effect and Hausman Taylor IV to estimate the impacts on wage
Monte Carlo Simulation comparing the performance of various estimators for panel data with binary dependent variable models
Regression analysis of the Economic Freedom Index. A project for Algorithms class at Columbia.
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