Search Results for author: Shuyang Sheng

Found 6 papers, 0 papers with code

Stratifying on Treatment Status

no code implementations6 Apr 2024 Jinyong Hahn, John Ham, Geert Ridder, Shuyang Sheng

In the case of unconfounded assignment where the potential outcomes are independent of the treatment given covariates, we show that standard estimators of the average treatment effect are inconsistent.

Some Finite-Sample Results on the Hausman Test

no code implementations16 Dec 2023 Jinyong Hahn, Zhipeng Liao, Nan Liu, Shuyang Sheng

This paper shows that the endogeneity test using the control function approach in linear instrumental variable models is a variant of the Hausman test.

Logit-based alternatives to two-stage least squares

no code implementations16 Dec 2023 Denis Chetverikov, Jinyong Hahn, Zhipeng Liao, Shuyang Sheng

We propose logit-based IV and augmented logit-based IV estimators that serve as alternatives to the traditionally used 2SLS estimator in the model where both the endogenous treatment variable and the corresponding instrument are binary.

Social Interactions with Endogenous Group Formation

no code implementations2 Jun 2023 Shuyang Sheng, Xiaoting Sun

This paper explores the identification and estimation of social interaction models with endogenous group formation.

Selection bias

Party On: The Labor Market Returns to Social Networks in Adolescence

no code implementations17 Oct 2022 Adriana Lleras-Muney, Matthew Miller, Shuyang Sheng, Veronica Sovero

We investigate the returns to adolescent friendships on earnings in adulthood using data from the National Longitudinal Study of Adolescent to Adult Health.

Two-Step Estimation of a Strategic Network Formation Model with Clustering

no code implementations12 Jan 2020 Geert Ridder, Shuyang Sheng

We allow the utility function to be nonseparable in an individual's link choices to capture the spillover effects from friends in common.

Clustering Vocal Bursts Valence Prediction

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