Jaime Lynn Speiser

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 5

Top Topics

Variable Selection

Ensemble Classifier

Top Venues

J. Comput. Graph. Stat.

Comput. Methods Programs Biomed.

Commun. Stat. Simul. Comput.

J. Biomed. Informatics

Publications

Byron C. Jaeger, Sawyer Welden, Kristin M. Lenoir, Jaime Lynn Speiser, Matthew W. Segar, Ambarish Pandey, Nicholas M. Pajewski
Accelerated and Interpretable Oblique Random Survival Forests. J. Comput. Graph. Stat. 33 (1) (2024)
Jaime Lynn Speiser
A random forest method with feature selection for developing medical prediction models with clustered and longitudinal data. J. Biomed. Informatics 117 (2021)
Jaime Lynn Speiser, Bethany J. Wolf, Dongjun Chung, Constantine J. Karvellas, David G. Koch, Valerie L. Durkalski
BiMM tree: a decision tree method for modeling clustered and longitudinal binary outcomes. Commun. Stat. Simul. Comput. 49 (4) (2020)
Jaime Lynn Speiser, Constantine J. Karvellas, Bethany J. Wolf, Dongjun Chung, David G. Koch, Valerie L. Durkalski
Predicting daily outcomes in acetaminophen-induced acute liver failure patients with machine learning techniques. Comput. Methods Programs Biomed. 175 (2019)
Jaime Lynn Speiser, Michael E. Miller, Janet Tooze, Edward H. Ip
A comparison of random forest variable selection methods for classification prediction modeling. Expert Syst. Appl. 134 (2019)