Search Results for author: Patrick Kline

Found 4 papers, 3 papers with code

A Discrimination Report Card

1 code implementation22 Jun 2023 Patrick Kline, Evan K. Rose, Christopher R. Walters

We develop an Empirical Bayes grading scheme that balances the informativeness of the assigned grades against the expected frequency of ranking errors.

Informativeness

Adapting to Misspecification

1 code implementation23 May 2023 Timothy B. Armstrong, Patrick Kline, Liyang Sun

Empirical research typically involves a robustness-efficiency tradeoff.

Audits as Evidence: Experiments, Ensembles, and Enforcement

no code implementations15 Jul 2019 Patrick Kline, Christopher Walters

We establish identification of higher moments of the causal effects of protected characteristics on callback rates as a function of the number of fictitious applications sent to each job ad.

Leave-out estimation of variance components

1 code implementation5 Jun 2018 Patrick Kline, Raffaele Saggio, Mikkel Sølvsten

We propose leave-out estimators of quadratic forms designed for the study of linear models with unrestricted heteroscedasticity.

Econometrics

Cannot find the paper you are looking for? You can Submit a new open access paper.