Thomas M. Loughin

Mathematics · Physical Sciences

32h-index9.2kcitations144works3.92yr avg
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Research Topics

Statistical Methods and Bayesian Inference(19), Advanced Statistical Methods and Models(15), Meat and Animal Product Quality(14), Animal Nutrition and Physiology(13), Autoimmune and Inflammatory Disorders Research(13)

Publications143 total

MLCBART: Multilabel Classification with Bayesian Additive Regression Trees
ArXiv.org·2026Open Access
MLCBART: Multilabel Classification with Bayesian Additive Regression Trees
arXiv (Cornell University)·2026Open Access
A Tale of Many Canadas: Associations of Ancestry With Juvenile Idiopathic Arthritis Categories and Disease Severity at Presentation to Care
ACR Open Rheumatology·2025Open Access
Targeted tuning of random forests for quantile estimation and prediction intervals
arXiv (Cornell University)·2025Open Access
Buprenorphine/Naloxone vs Methadone for the Treatment of Opioid Use Disorder
JAMA·2024· 37 citedOpen Access
Alpha-Trimming: Locally Adaptive Tree Pruning for Random Forests
arXiv (Cornell University)·2024Open Access
Analyzing a count response
2024
Analysis of Categorical Data with R
2024· 6 cited
Analyzing a binary response, part 2: regression models
2024· 1 cited
Model selection and evaluation
2024
Analyzing a binary response, part 1: introduction
2024
Additional topics
2024
Random forests for survival data: which methods work best and under what conditions?
The International Journal of Biostatistics·2024· 7 citedOpen Access
A generalized Hosmer–Lemeshow goodness-of-fit test for a family of generalized linear models
Test·2023· 23 citedOpen Access
Improving the Hosmer-Lemeshow goodness-of-fit test in large models with replicated Bernoulli trials
Journal of Applied Statistics·2023· 32 citedOpen Access
Comparative Analysis of Instrumental Variables on the Assignment of Buprenorphine/Naloxone or Methadone for the Treatment of Opioid Use Disorder
Epidemiology·2023· 7 citedOpen Access
Development and validation of the Kids Disability Screen for children with juvenile idiopathic arthritis: results from the CAPRI Registry
Lara D. Veeken·2022
Improving the Hosmer-Lemeshow Goodness-of-Fit Test in Large Models with\n Replicated Trials
arXiv (Cornell University)·2021Open Access
Improving the Hosmer-Lemeshow Goodness-of-Fit Test in Large Models with Replicated Trials
arXiv (Cornell University)·2021· 1 citedOpen Access
Causal pathways to health-related quality of life in children with juvenile idiopathic arthritis: results from the ReACCh-Out cohort
Lara D. Veeken·2021· 15 cited
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Frequent Co-authors

Michael E. Dikeman(5), Christian A. Hagen(4), Christopher R. Bilder(4), Kassim Al‐Khatib(4), Melvin C. Hunt(4), James C. Pitman(3), Robert J. Robel(3), Roger D. Applegate(3), Donald H. Kropf(3), Timothy J. Herrman(3), Steven S Dritz(2), Mike D Tokach(2), Robert D Goodband(2), Ersel Obuz(2), James R. Nechols(2), Jaime Guzmán(2), Andrew Henrey(2), Roberta Berard(2), Natalie J. Shiff(2), Roman Juřenčák(2)