Follow
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
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
62020
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
The system can't perform the operation now. Try again later.
Articles 1–20