Econometrics Seminar Series - Ayden Higgins (University of Exeter)

Econometrics Seminar Series

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Guo Yan & Zhenting Sun

yan.g@unimelb.edu.au; zhenting.sun@unimelb.edu.au

Title: Jackknife Inference for Fixed Effects Models

Abstract: This paper develops a general method of inference for fixed effects models which is (i) automatic, (ii) computationally inexpensive, (iii) tuning parameter-free, and (iv) highly model agnostic. Specifically, we show how to combine a collection of subsample estimators into a jackknife $t$-statistic, from which hypothesis tests, confidence intervals, and $p$-values are readily obtained.