Jared D. Huling

According to our database, Jared D. Huling authored at least 9 papers between 2016 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

An effective framework for estimating individualized treatment rules.

Joowon Lee, Jared D. Huling, Guanhua Chen

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

2023

A method for comparing multiple imputation techniques: A case study on the U.S. national COVID cohort collaborative.

Elena Casiraghi, Rachel Wong, Margaret Hall, Ben D. Coleman, Marco Notaro, Michael D. Evans, Jena S. Tronieri, Hannah Blau, Bryan Laraway, Tiffany J. Callahan, Lauren E. Chan, Carolyn T. Bramante, John B. Buse, Richard A. Moffitt, Til Sturmer, Steven G. Johnson, Yu Raymond Shao, Justin T. Reese, Peter N. Robinson, Alberto Paccanaro, Giorgio Valentini, Jared D. Huling, Kenneth Wilkins

J. Biomed. Informatics, March, 2023

2022

Fast Penalized Regression and Cross Validation for Tall Data with the oem Package.

Jared D. Huling, Peter Chien

J. Stat. Softw., 2022

Tell Bennet, Christopher Chute, Peter DeWitt, Kenneth Gersing, Andrew Girvin, Melissa Haendel, Jeremy Harper, Janos Hajagos, Stephanie Hong, Emily Pfaff, Jane Reusch, Corneliu Antoniescu, Kimberly Robaski: A Methodological Framework for the Comparative Evaluation of Multiple Imputation Methods: Multiple Imputation of Race, Ethnicity and Body Mass Index in the U.S. National COVID Cohort Collaborative.

Elena Casiraghi, Rachel Wong, Margaret Hall, Ben D. Coleman, Marco Notaro, Michael D. Evans, Jena S. Tronieri, Hannah Blau, Bryan Laraway, Tiffany J. Callahan, Lauren E. Chan, Carolyn T. Bramante, John B. Buse, Richard A. Moffitt, Til Sturmer, Steven G. Johnson, Yu Raymond Shao, Justin T. Reese, Peter N. Robinson, Alberto Paccanaro, Giorgio Valentini, Jared D. Huling, Kenneth Wilkins

CoRR, 2022

Meta-analysis of individualized treatment rules via sign-coherency.

Jay Jojo Cheng, Jared D. Huling, Guanhua Chen

Proceedings of the Machine Learning for Health, 2022

2021

Subgroup Identification Using the personalized Package.

Jared D. Huling, Menggang Yu

J. Stat. Softw., 2021

Robust Sample Weighting to Facilitate Individualized Treatment Rule Learning for a Target Population.

Rui Chen, Jared D. Huling, Guanhua Chen, Menggang Yu

CoRR, 2021

2017

Accelerating Large-Scale Statistical Computation With the GOEM Algorithm.

Xiao Nie, Jared D. Huling, Peter Z. G. Qian

Technometrics, 2017

2016

Orthogonalizing EM: A Design-Based Least Squares Algorithm.

Shifeng Xiong, Bin Dai, Jared D. Huling, Peter Z. G. Qian

Technometrics, 2016