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Daniel R. Kowal
Daniel R. Kowal
Dobelman Family Assistant Professor of Statistics, Rice University
Verified email at rice.edu - Homepage
Title
Cited by
Cited by
Year
Dynamic shrinkage processes
DR Kowal, DS Matteson, D Ruppert
Journal of the Royal Statistical Society: Series B (Statistical Methodology …, 2019
962019
A Bayesian multivariate functional dynamic linear model
DR Kowal, DS Matteson, D Ruppert
Journal of the American Statistical Association 112 (518), 733-744, 2017
732017
Functional autoregression for sparsely sampled data
DR Kowal, DS Matteson, D Ruppert
Journal of Business & Economic Statistics 37 (1), 97-109, 2019
512019
Bayesian function-on-scalars regression for high-dimensional data
DR Kowal, DC Bourgeois
Journal of Computational and Graphical Statistics 29 (3), 629-638, 2020
502020
Mechanical heterogeneities in the subendothelial matrix develop with age and decrease with exercise
JC Kohn, A Chen, S Cheng, DR Kowal, MR King, CA Reinhart-King
Journal of Biomechanics 49 (9), 1447-1453, 2016
392016
Probing the biophysical properties of primary breast tumor-derived fibroblasts
TA Alcoser, F Bordeleau, SP Carey, MC Lampi, DR Kowal, S Somasegar, ...
Cellular and molecular bioengineering 8, 76-85, 2015
242015
Simultaneous transformation and rounding (STAR) models for integer-valued data
DR Kowal, A Canale
192020
Fast, optimal, and targeted predictions using parameterized decision analysis
DR Kowal
Journal of the American Statistical Association 117 (540), 1875-1886, 2022
172022
Dynamic regression models for time-ordered functional data
DR Kowal
Bayesian Analysis 16 (2), 459-487, 2021
16*2021
Bayesian variable selection for understanding mixtures in environmental exposures
DR Kowal, M Bravo, H Leong, A Bui, RJ Griffin, KB Ensor, ML Miranda
Statistics in medicine 40 (22), 4850-4871, 2021
132021
Semiparametric functional factor models with Bayesian rank selection
DR Kowal, A Canale
Bayesian Analysis 18 (4), 1161-1189, 2023
112023
Bayesian subset selection and variable importance for interpretable prediction and classification
DR Kowal
Journal of Machine Learning Research 23 (108), 1-38, 2022
112022
Semiparametric count data regression for self‐reported mental health
DR Kowal, B Wu
Biometrics 79 (2), 1520-1533, 2023
92023
Racial residential segregation shapes the relationship between early childhood lead exposure and fourth-grade standardized test scores
MA Bravo, D Zephyr, D Kowal, K Ensor, ML Miranda
Proceedings of the National Academy of Sciences 119 (34), e2117868119, 2022
92022
Integer-valued functional data analysis for measles forecasting
DR Kowal
Biometrics 75 (4), 1321-1333, 2019
92019
Warped dynamic linear models for time series of counts
B King, DR Kowal
Bayesian Analysis 1 (1), 1-26, 2023
62023
Subset selection for linear mixed models
DR Kowal
Biometrics, 2022
52022
Semiparametric discrete data regression with Monte Carlo inference and prediction
DR Kowal, B Wu
arXiv preprint arXiv:2110.12316, 2021
52021
Bayesian Data Synthesis and the Utility-Risk Trade-Off for Mixed Epidemiological Data
J Feldman, D Kowal
Annals of Applied Statistics, arXiv: 2102.08255, 2021
52021
Nonlinear state-space modeling approaches to real-time autonomous geosteering
Y Miao, DR Kowal, N Panchal, J Vila, M Vannucci
Journal of Petroleum Science and Engineering 189, 107025, 2020
52020
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