James G. Scott

19 catalog papers. Identity-linked publications and additional name matches are distinguished below.

ORCID: 0000-0002-2374-960X

Publications

• Optimal post-selection inference for sparse signals: a nonparametric empirical Bayes approach — Biometrika 2022
• Targeted Smooth Bayesian Causal Forests: An analysis of heterogeneous treatment effects for simultaneous vs. interval medical abortion regimens over gestation — The Annals of Applied Statistics 2021
• BART with targeted smoothing: An analysis of patient-specific stillbirth risk — The Annals of Applied Statistics 2020
• Sequential Nonparametric Tests for a Change in Distribution: An Application to Detecting Radiological Anomalies — Journal of the American Statistical Association 2019
• False Discovery Rate Smoothing — Journal of the American Statistical Association 2018
• Multiscale Spatial Density Smoothing: An Application to Large-Scale Radiological Survey and Anomaly Detection — Journal of the American Statistical Association 2017
• Mixtures, envelopes and hierarchical duality — Journal of the Royal Statistical Society: Series B (Statistical Methodology) 2016
• Priors for Random Count Matrices Derived from a Family of Negative Binomial Processes — Journal of the American Statistical Association 2016
• Nonparametric Bayesian testing for monotonicity — Biometrika 2015
• False Discovery Rate Regression: An Application to Neural Synchrony Detection in Primary Visual Cortex — Journal of the American Statistical Association 2015
• The Bayesian bridge — Journal of the Royal Statistical Society: Series B (Statistical Methodology) 2014
• Data augmentation for non-Gaussian regression models using variance-mean mixtures — Biometrika 2013
• Bayesian Inference for Logistic Models Using Pólya–Gamma Latent Variables — Journal of the American Statistical Association 2013
• Local shrinkage rules, Lévy processes and regularized regression — Journal of the Royal Statistical Society: Series B (Statistical Methodology) 2012
• Good, great, or lucky? Screening for firms with sustained superior performance using heavy-tailed priors — The Annals of Applied Statistics 2012 (name-matched, not ORCID-linked)
• The horseshoe estimator for sparse signals — Biometrika 2010
• Bayes and empirical-Bayes multiplicity adjustment in the variable-selection problem — The Annals of Statistics 2010
• Nonparametric Bayesian multiple testing for longitudinal performance stratification — The Annals of Applied Statistics 2009 (name-matched, not ORCID-linked)
• Objective Bayesian model selection in Gaussian graphical models — Biometrika 2009