Simulation-based Regularized Logistic Regression

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Simulation-based Regularized Logistic Regression

19 May 2010

Nicholas G. Polson

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Papers citing "Simulation-based Regularized Logistic Regression"

13 / 13 papers shown

Title
Logistic-beta processes for dependent random probabilities with beta marginals Changwoo J. Lee Alessandro Zito Huiyan Sang David B. Dunson 79 0 0 10 Feb 2024
An extension of the Unified Skew-Normal family of distributions and application to Bayesian binary regression P. Onorati B. Liseo 67 3 0 07 Sep 2022
Bayesian Multinomial Logistic Regression for Numerous Categories Jared D. Fisher Kyle McEvoy 25 2 0 30 Aug 2022
Analysis of Langevin Monte Carlo via convex optimization Alain Durmus Szymon Majewski B. Miasojedow 108 222 0 26 Feb 2018
Bayesian $l_0$ -regularized Least Squares Nicholas G. Polson Lei Sun 152 21 0 31 May 2017
Exponential Ergodicity of the Bouncy Particle Sampler George Deligiannidis Alexandre Bouchard-Côté Arnaud Doucet 114 49 0 12 May 2017
High-Dimensional Bayesian Regularised Regression with the BayesReg Package E. Makalic Daniel F. Schmidt 69 66 0 21 Nov 2016
High-dimensional Bayesian inference via the Unadjusted Langevin Algorithm Alain Durmus Eric Moulines 145 358 0 05 May 2016
A simple sampler for the horseshoe estimator E. Makalic Daniel F. Schmidt 96 239 0 17 Aug 2015
Non-asymptotic convergence analysis for the Unadjusted Langevin Algorithm Alain Durmus Eric Moulines 110 415 0 17 Jul 2015
Leave Pima Indians alone: binary regression as a benchmark for Bayesian computation Nicolas Chopin James Ridgway 95 76 0 29 Jun 2015
Bayesian Inference for Logistic Regression Models Using Sequential Posterior Simulation John Geweke G. Durham Huaxin Xu 94 4 0 16 Apr 2013
Data augmentation for non-Gaussian regression models using variance-mean mixtures Nicholas G. Polson James G. Scott 149 45 0 28 Mar 2011