Shane T. Jensen

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

ORCID: 0000-0003-0945-5725

Department of Statistics and Data Science, The Wharton School of the University of Pennsylvania, Philadelphia, Pennsylvania 19104

Publications

• Joint Bottom-up Method for Probabilistic Forecasting of Hierarchical Time Series — Operations Research 2025
• Using predictability to improve matching of urban locations in Philadelphia — The Annals of Applied Statistics 2023
• Crime in Philadelphia: Bayesian Clustering with Particle Optimization — Journal of the American Statistical Association 2023
• Spatial modeling of trends in crime over time in Philadelphia — The Annals of Applied Statistics 2019
• Power-weighted densities for time series data — The Annals of Applied Statistics 2016
• Nonparametric multi-level clustering of human epilepsy seizures — The Annals of Applied Statistics 2016
• Probability aggregation in time-series: Dynamic hierarchical modeling of sparse expert beliefs — The Annals of Applied Statistics 2014
• Variable selection for BART: An application to gene regulation — The Annals of Applied Statistics 2014
• Statistical Learning With Time Series Dependence: An Application to Scoring Sleep in Mice — Journal of the American Statistical Association 2013
• Bayesian Hierarchical Modeling of the HIV Evolutionary Response to Therapy — Journal of the American Statistical Association 2013
• Competing process hazard function models for player ratings in ice hockey — The Annals of Applied Statistics 2013
• Rejoinder — Journal of the American Statistical Association 2013
• Semiparametric Bayesian Modeling of Income Volatility Heterogeneity — Journal of the American Statistical Association 2011
• Commentary—A Latent Variable Perspective of Copula Modeling — Marketing Science 2011
• Sensitivity Analysis for the Cross-Match Test, With Applications in Genomics — Journal of the American Statistical Association 2010
• Bayesball: A Bayesian hierarchical model for evaluating fielding in major league baseball — The Annals of Applied Statistics 2009
• Bayesian testing of many hypotheses × many genes: A study of sleep apnea — The Annals of Applied Statistics 2009 (name-matched, not ORCID-linked)
• Bayesian Clustering of Transcription Factor Binding Motifs — Journal of the American Statistical Association 2008
• Bayesian variable selection and data integration for biological regulatory networks — The Annals of Applied Statistics 2007