Econometrics Articles

Page 1 of 1 (3 articles)

4/30/2025 • EN

Two-stage least squares

A technical explanation of the Two-Stage Least Squares (2SLS) method for causal inference in regression, covering its derivation and variance estimation.

Causal Inference Econometrics Instrumental Variables Regression Analysis Two Stage Least Squares

Thomas Lumley

8/25/2021 • EN

Exploring Pamela Jakiela’s simple TWFE diagnostics with R

A tutorial on using R to diagnose biases in two-way fixed effects (TWFE) regression models when treatment timing varies, based on Pamela Jakiela's paper.

Econometrics Panel Data R Regression Twfe

Andrew Heiss

12/1/2020 • EN

Generating inverse probability weights for both binary and continuous treatments

A tutorial on using R to calculate inverse probability weights for causal inference with both binary and continuous treatment variables.

Causal Inference Dag Econometrics Inverse Probability Weighting R

Andrew Heiss

Econometrics Articles

Two-stage least squares

Exploring Pamela Jakiela’s simple TWFE diagnostics with R

Generating inverse probability weights for both binary and continuous treatments

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