Jaime Lynn Speiser

According to our database, Jaime Lynn Speiser authored at least 6 papers between 2019 and 2025.

Collaborative distances:

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

2025

A comparison of random forest variable selection methods for regression modeling of continuous outcomes.

Nathaniel S. O'Connell, Byron C. Jaeger, Garrett S. Bullock, Jaime Lynn Speiser

Briefings Bioinform., March, 2025

2024

Accelerated and Interpretable Oblique Random Survival Forests.

Byron C. Jaeger, Sawyer Welden, Kristin M. Lenoir, Jaime Lynn Speiser, Matthew W. Segar, Ambarish Pandey, Nicholas M. Pajewski

J. Comput. Graph. Stat., 2024

2021

A random forest method with feature selection for developing medical prediction models with clustered and longitudinal data.

Jaime Lynn Speiser

J. Biomed. Informatics, 2021

2020

BiMM tree: a decision tree method for modeling clustered and longitudinal binary outcomes.

Jaime Lynn Speiser, Bethany J. Wolf, Dongjun Chung, Constantine J. Karvellas, David G. Koch, Valerie L. Durkalski

Commun. Stat. Simul. Comput., 2020

2019

A comparison of random forest variable selection methods for classification prediction modeling.

Jaime Lynn Speiser, Michael E. Miller, Janet Tooze, Edward H. Ip

Expert Syst. Appl., 2019

Predicting daily outcomes in acetaminophen-induced acute liver failure patients with machine learning techniques.

Jaime Lynn Speiser, Constantine J. Karvellas, Bethany J. Wolf, Dongjun Chung, David G. Koch, Valerie L. Durkalski

Comput. Methods Programs Biomed., 2019