BS
Benjamin A. Shaby
stat.MEstat.APmath.STstat.THModels, StatisticalAlgorithmsBayesianDeep LearningGaussian extreme value processgeneralized extreme value distribution
On Valency
published · living versionsW_jvfhc7uy·v1 · currentpublished
Bayesian model averaging of risk set probabilities using a geometric representation of multivariate extremes
with Elizabeth S. Lawler
1 version
W_kuekzg8n·v1published
W_qqaum6nm·v1published
Preprints & journals
27 papers in the corpus · 2010–2026Multilevel regression trees with application to wildfires in the American west2609.36328v1 · John Henry V. Gray, Tianjian Zhou, Benjamin A. Shaby2026 · 0 citationsarXiv
Bayesian model averaging of risk set probabilities using a geometric representation of multivariate extremes2608.28888v1 · Elizabeth S. Lawler, Benjamin A. Shaby2026 · 0 citationsarXivon Valency
A three-groups non-local model for combining heterogeneous data sources to identify genes associated with Parkinson's disease.42216962 · Wixson, Troy P, Shaby, Benjamin A, Philtron, Daisy L et al.2026 · 0 citationsBiometrics. 2026;82(2)
Log-Laplace Nuggets for Fully Bayesian Fitting of Spatial Extremes Models to Threshold Exceedances2604.07640v1 · Muyang Shi, Likun Zhang, Benjamin A. Shaby2026 · 0 citationsarXiv
Spatial scale-aware tail dependence modeling for high-dimensional spatial extremes2412.07957v3 · Muyang Shi, Likun Zhang, Mark D. Risser et al.2024 · 1 citationarXiv
Semiparametric Estimation of the Shape of the Limiting Bivariate Point Cloud2306.13257v4 · Reetam Majumder, Benjamin A. Shaby, Brian J. Reich et al.2023 · 4 citationsarXiv
Modeling First Arrival of Migratory Birds using a Hierarchical Max-infinitely Divisible Process2306.06295v1 · Dhanushi A. Wijeyakulasuriya, Ephraim M. Hanks, Benjamin A. Shaby2023 · 1 citationarXiv
Modeling Extremal Streamflow using Deep Learning Approximations and a Flexible Spatial Process2208.03344v2 · Reetam Majumder, Brian J. Reich, Benjamin A. Shaby2022 · 13 citationsarXiv
Asymptotic posterior normality of the generalized extreme value distribution2103.05747v2 · Likun Zhang, Benjamin A. Shaby2021 · 0 citationsarXiv
Uniqueness and global optimality of the maximum likelihood estimator for the generalized extreme value distribution2008.06400v1 · Likun Zhang, Benjamin Shaby2020 · 4 citationsarXiv
A Vecchia Approximation for High-Dimensional Gaussian Cumulative Distribution Functions Arising from Spatial Data2007.15195v1 · Mauricio Nascimento, Benjamin A. Shaby2020 · 5 citationsarXiv
Machine learning for modeling animal movement.32716917 · Wijeyakulasuriya, Dhanushi A, Eisenhauer, Elizabeth W, Shaby, Benjamin A et al.2020 · 69 citationsPloS one. 2020;15(7):e0235750
Projecting Flood-Inducing Precipitation with a Bayesian Analogue Model1911.05881v1 · Gregory P. Bopp, Benjamin A. Shaby, Chris E. Forest et al.2019 · 5 citationsarXiv
Hierarchical Transformed Scale Mixtures for Flexible Modeling of Spatial Extremes on Datasets with Many Locations1907.09617v2 · Likun Zhang, Benjamin A. Shaby, Jennifer L. Wadsworth2019 · 14 citationsarXiv
A semiparametric spatiotemporal Bayesian model for the bulk and extremes of the Fosberg Fire Weather Index1812.11699v2 · Arnab Hazra, Brian J. Reich, Benjamin A. Shaby et al.2018 · 3 citationsarXiv
A Hierarchical Max-Infinitely Divisible Spatial Model for Extreme Precipitation1805.06084v3 · Gregory P. Bopp, Benjamin A. Shaby, Raphael Huser2018 · 28 citationsarXiv
Nrf2 mitigates LRRK2- and α-synuclein-induced neurodegeneration by modulating proteostasis.28028237 · Skibinski, Gaia, Hwang, Vicky, Ando, Dale Michael et al.2018 · 118 citationsProceedings of the National Academy of Sciences of the United States of America. 2017;114(5):1165-1170
A three-groups model for high-throughput survival screens.26821783 · Shaby, Benjamin A, Skibinski, Gaia, Ando, Michael et al.2017 · 8 citationsBiometrics. 2016;72(3):936-44
A Markov-switching model for heat waves1405.3904v3 · Benjamin A. Shaby, Brian J. Reich, Daniel Cooley et al.2014 · 26 citationsAnnals of Applied Statistics 2016, Vol. 10, No. 1, 74-93on Valency
Extreme value analysis for evaluating ozone control strategies1312.1816v1 · Brian Reich, Daniel Cooley, Kristen Foley et al.2013 · 16 citationsAnnals of Applied Statistics 2013, Vol. 7, No. 2, 739-762
Proteostasis of polyglutamine varies among neurons and predicts neurodegeneration.23873212 · Tsvetkov, Andrey S, Arrasate, Montserrat, Barmada, Sami et al.2013 · 181 citationsNature chemical biology. 2013;9(9):586-92
Discussion of "Statistical Modeling of Spatial Extremes" by A. C. Davison, S. A. Padoan and M. Ribatet1208.3574v1 · Benjamin Shaby, Brian J. Reich2012 · 1 citationStatistical Science 2012, Vol. 27, No. 2, 197-198
The open-faced sandwich adjustment for MCMC using estimating functions1204.3687v1 · Benjamin A Shaby2012 · 32 citationsarXivon Valency
A HIERARCHICAL MAX-STABLE SPATIAL MODEL FOR EXTREME PRECIPITATION.23795226 · Reich, Brian J, Shaby, Benjamin A2024 · 166 citationsThe annals of applied statistics. 2012;6(4):1430-1451
Identifying polyglutamine protein species in situ that best predict neurodegeneration.22037470 · Miller, Jason, Arrasate, Montserrat, Brooks, Elizabeth et al.2012 · 217 citationsNature chemical biology. 2011;7(12):925-34
The Role of the Range Parameter for Estimation and Prediction in Geostatistics1108.1851v2 · Cari Kaufman, Benjamin Shaby2011 · 98 citationsarXiv
Quantitative relationships between huntingtin levels, polyglutamine length, inclusion body formation, and neuronal death provide novel insight into huntington's disease molecular pathogenesis.20685997 · Miller, Jason, Arrasate, Montserrat, Shaby, Benjamin A et al.2010 · 159 citationsThe Journal of neuroscience : the official journal of the Society for Neuroscience. 2010;30(31):10541-50
Career total: 68 works. 27 are in this corpus.
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