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20172023
most citedUsing Imperfect Surrogates for Downstream Inference: Design-based Supervised Learning for Social Science Applications of Large Language Models

24 citations · 27 across the 2 of their papers we have counts for

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Showing 2021Show all

2 papers · 1 filter

stat.ME2021★ 3 cited

Identification and Estimation of Causal Peer Effects Using Double Negative Controls for Unmeasured Network Confounding

Naoki Egami, Eric J. Tchetgen Tchetgen

Scientists have been interested in estimating causal peer effects to understand how people's behaviors are affected by their network peers. However, it is well known that identific…

stat.AP2021

Using Multiple Pre-treatment Periods to Improve Difference-in-Differences and Staggered Adoption Design

Naoki Egami, Soichiro Yamauchi

While a difference-in-differences (DID) design was originally developed with one pre- and one post-treatment period, data from additional pre-treatment periods are often available.…