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01/05/2022
Group structure estimation for panel data – a general approach
Consider a panel data setting where repeated observations on individuals...
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04/09/2021
Identification of Dynamic Panel Logit Models with Fixed Effects
We show that the identification problem for a class of dynamic panel log...
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12/23/2020
Invidious Comparisons: Ranking and Selection as Compound Decisions
There is an innate human tendency, one might call it the "league table m...
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04/24/2019
Learning big Gaussian Bayesian networks: partition, estimation, and fusion
Structure learning of Bayesian networks has always been a challenging pr...
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07/31/2018
On the Unbiased Asymptotic Normality of Quantile Regression with Fixed Effects
Nonlinear panel data models with fixed individual effects provide an imp...
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01/15/2018
Panel Data Quantile Regression with Grouped Fixed Effects
This paper introduces grouped latent heterogeneity in panel data quantil...
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03/11/2017
Learning Large-Scale Bayesian Networks with the sparsebn Package
Learning graphical models from data is an important problem with wide ap...
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03/10/2014