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Journal of the American Statistical Association, ISSN 0162-1459, 2017, Volume 112, Issue 517, pp. 254 - 265
Jointly achieving parsimony and good predictive power in high dimensions is a main challenge in statistics. Non-local priors (NLPs) possess appealing... 
MCMC | Shrinkage | Bayesian Model Averaging | Non Local Priors | Model Selection
Journal Article
Journal of the American Statistical Association, ISSN 0162-1459, 01/2017, Volume 112, Issue 517, pp. 254 - 265
Jointly achieving parsimony and good predictive power in high dimensions is a main challenge in statistics. Nonlocal priors (NLPs) possess appealing properties... 
MCMC | Bayesian model averaging | Shrinkage | Model selection | Nonlocal priors | REGRESSION | BAYESIAN VARIABLE SELECTION | STATISTICS & PROBABILITY | BETA | DISTRIBUTIONS | CONSISTENCY | GAUSSIAN RANDOM-VARIABLES | LIKELIHOOD
Journal Article
Journal Article
Journal Article
Biometrics, ISSN 0006-341X, 09/2016, Volume 72, Issue 3, pp. 955 - 964
Journal Article
Small, ISSN 1613-6810, 09/2017, Volume 13, Issue 33, pp. 1700776 - n/a
Journal Article
Environmental Health Perspectives, ISSN 0091-6765, 06/2013, Volume 121, Issue 6, pp. 683 - 690
Journal Article
Biometrics, ISSN 0006-341X, 09/2016, Volume 72, Issue 3, pp. 955 - 964
Journal Article
Environment International, ISSN 0160-4120, 08/2019, Volume 129, pp. 291 - 298
Wildfires have been increasing in frequency in the western United States (US) with the 2017 and 2018 fire seasons experiencing some of the worst wildfires in... 
Ozone | Wildfires | Respiratory disease | Particulate matter | CARDIOVASCULAR HEALTH | ENVIRONMENTAL SCIENCES | AIR-POLLUTION | IMPACT | NORTHERN CALIFORNIA WILDFIRES | SMOKE | OUTCOMES | EXPOSURE | Air quality | Air pollution | Lung diseases, Obstructive | Pollutants | Machine learning | Index Medicus
Journal Article
Journal of the American Statistical Association, ISSN 0162-1459, 07/2019, Volume 114, Issue 527, pp. 991 - 1001
Inferring patterns of synchronous brain activity from a heterogeneous sample of electroencephalograms is scientifically and methodologically challenging. While... 
Spectral clustering | Hierarchical mixture models | Consensus clustering | EEG | REGRESSION | STATISTICS & PROBABILITY | Brain | Data analysis | Electroencephalography | Statistical inference | Clustering | Machine learning
Journal Article
Statistics in Medicine, ISSN 0277-6715, 12/2019, Volume 38, Issue 30, pp. 5587 - 5602
Electroencephalography (EEG) studies produce region‐referenced functional data in the form of EEG signals recorded across electrodes on the scalp. It is of... 
electroencephalography | functional data analysis | autism spectrum disorder | peak alpha frequency | penalized regression
Journal Article
Journal Article
Journal Article
Journal of Clinical Oncology, ISSN 0732-183X, 02/2018, Volume 36, Issue 6_suppl, pp. 269 - 269
269 Background: The need to predict immune-related adverse events (iRAEs) for patients receiving checkpoint inhibitors is a pressing issue, with up to 25-30%... 
Journal Article
Journal Article