Zobrazeno 1 - 10
of 484
pro vyhledávání: '"Hutson, Alan D"'
In this work, we proposed a novel inferential procedure assisted by machine learning based adjustment for randomized control trials. The method was developed under the Rosenbaum's framework of exact tests in randomized experiments with covariate adju
Externí odkaz:
http://arxiv.org/abs/2403.03058
Autor:
Vexler, Albert, Hutson, Alan D.
Publikováno v:
The American Statistician (2023)
Data-driven most powerful tests are statistical hypothesis decision-making tools that deliver the greatest power against a fixed null hypothesis among all corresponding data-based tests of a given size. When the underlying data distributions are know
Externí odkaz:
http://arxiv.org/abs/2303.07986
Autor:
Oturkar, Chetan C., Rosario, Spencer R., Hutson, Alan D., Groman, Adrianne, Edge, Stephen B., Morrison, Carl D., Swetzig, Wendy M., Wang, Jianmin, Park, Jun Hyoung, Kaipparettu, Benny Abraham, Singh, Prashant K., Kumar, Shicha, Cappuccino, Helen H., Ranjan, Manish, Adjei, Araba, Ghasemi, Mohammad, Goey, Andrew K.L., Kulkarni, Swati, Das, Gokul M.
Publikováno v:
In iScience 21 June 2024 27(6)
Autor:
Yu, Han, Hutson, Alan D.
In this work, we show that Spearman's correlation coefficient test about $H_0:\rho_s=0$ found in most statistical software packages is theoretically incorrect and performs poorly when bivariate normality assumptions are not met or the sample size is
Externí odkaz:
http://arxiv.org/abs/2008.01200
Autor:
Hutson, Alan D., Yu, Han
Publikováno v:
In Computer Methods and Programs in Biomedicine October 2023 240
The practice of employing empirical likelihood (EL) components in place of parametric likelihood functions in the construction of Bayesian-type procedures has been well-addressed in the modern statistical literature. We rigorously derive the EL prior
Externí odkaz:
http://arxiv.org/abs/1808.06222
Autor:
Ivanick, Nathaniel M., Oakley, Emily R., Kunadharaju, Rajesh, Brackett, Craig, Bellnier, David A., Tworek, Lawrence M., Kurenov, Sergei N., Gollnick, Sandra O., Hutson, Alan D., Busch, Theresa M., Shafirstein, Gal
Publikováno v:
In JTO Clinical and Research Reports October 2022 3(10)
Autor:
Hutson, Alan D.1 (AUTHOR) alan.hutson@roswellpark.org, Yu, Han1 (AUTHOR), Attwood, Kristopher1 (AUTHOR)
Publikováno v:
Scientific Reports. 11/14/2023, Vol. 13 Issue 1, p1-11. 11p.
Autor:
Hutson, Alan D.
Publikováno v:
In Computer Methods and Programs in Biomedicine October 2021 210
A Generalized Empirical Likelihood Approach for Two-Group Comparisons Given a U-Statistic Constraint
We investigate a generalized empirical likelihood approach in a two-group setting where the constraints on parameters have a form of U-statistics. In this situation, the summands that consist of the constraints for the empirical likelihood are not in
Externí odkaz:
http://arxiv.org/abs/1505.00252