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"Advances in maximum likelihood estimation of fixed-effects binary panel data models" Francesco Valentini, Claudia Pigini, and Francesco Bartolucci, (forthcoming). Supplemtary material: the R code is split in two folders. 1) simulations/ simula_HK.R <-- reproduces the simulation design Honoré and Kyriazidou (2000) and the relative estimation results (Tabs 1-3,5-12); HK-1.R <-- performs the Honoré and Kyriazidou (2000) estimator for the DL model with 1 continuous explanatory variable; dj.R <-- performs the half-panl jackknife proposed by Dhaene and Jochmans (2015). 2) application/ application.R <-- reproduces estimation results reported in Table 4; logit-ml.R <-- performs the ML estimator for the logit model with fixed-effects; jackknife_dyn_logit.R <-- performs the half-panl jackknife proposed by Dhaene and Jochmans (2015) (based on logit-ml.R); HK-3.R <-- performs the Honoré and Kyriazidou (2000) estimator for the DL model with continuous and discrete explanatory variables; psid_example.dta <-- the dataset Dependencies / additional R packages: cquad <-- https://cran.r-project.org/package=cquad foreign <-- https://cran.r-project.org/package=foreign mvtnorm <-- https://cran.r-project.org/package=mvtnorm panelMPL <-- https://ruggerobellio.weebly.com/uploads/5/1/5/0/51505127/panelmpl_0.23.tar.gz
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