Jon Arni Steingrimsson
Jon Arni Steingrimsson
E-mailová adresa ověřena na: - Domovská stránka
Extending inferences from a randomized trial to a new target population
IJ Dahabreh, SE Robertson, JA Steingrimsson, EA Stuart, MA Hernan
Statistics in medicine 39 (14), 1999-2014, 2020
Towards causally interpretable meta-analysis: transporting inferences from multiple randomized trials to a new target population
IJ Dahabreh, LC Petito, SE Robertson, MA Hernán, JA Steingrimsson
Epidemiology (Cambridge, Mass.) 31 (3), 334, 2020
Censoring unbiased regression trees and ensembles
JA Steingrimsson, L Diao, RL Strawderman
Journal of the American Statistical Association 114 (525), 370-383, 2019
Doubly robust survival trees
JA Steingrimsson, L Diao, AM Molinaro, RL Strawderman
Statistics in medicine 35 (20), 3595-3612, 2016
Personalized risk prediction in clinical oncology research: applications and practical issues using survival trees and random forests
C Hu, JA Steingrimsson
Journal of biopharmaceutical statistics 28 (2), 333-349, 2018
Improving precision by adjusting for prognostic baseline variables in randomized trials with binary outcomes, without regression model assumptions
JA Steingrimsson, DF Hanley, M Rosenblum
Contemporary clinical trials 54, 18-24, 2017
Tumor deposits in stage III colon cancer: correlation with other histopathologic variables, prognostic value, and risk stratification—time to consider “N2c”
VE Pricolo, J Steingrimsson, TJ McDuffie, JM McHale, B McMillen, ...
American Journal of Clinical Oncology 43 (2), 133, 2020
Deep learning for survival outcomes
JA Steingrimsson, S Morrison
Statistics in medicine 39 (17), 2339-2349, 2020
Efficient and robust methods for causally interpretable meta‐analysis: Transporting inferences from multiple randomized trials to a target population
IJ Dahabreh, SE Robertson, LC Petito, MA Hernán, JA Steingrimsson
Biometrics, 2023
Machine learning to develop and internally validate a predictive model for post-operative delirium in a prospective, observational clinical cohort study of older surgical patients
AM Racine, D Tommet, ML D’Aquila, TG Fong, Y Gou, PA Tabloski, ...
Journal of general internal medicine 36, 265-273, 2021
Transporting a prediction model for use in a new target population
JA Steingrimsson, C Gatsonis, B Li, IJ Dahabreh
American Journal of Epidemiology 192 (2), 296-304, 2023
Causal interaction trees: Finding subgroups with heterogeneous treatment effects in observational data
J Yang, IJ Dahabreh, JA Steingrimsson
Biometrics 78 (2), 624-635, 2022
Linking structural racism and discrimination and breast cancer outcomes: a social genomics approach
RC Carlos, S Obeng-Gyasi, SW Cole, BJ Zebrack, ED Pisano, ...
Journal of Clinical Oncology 40 (13), 1407, 2022
Empirical comparison of analytical approaches for identifying molecular HIV-1 clusters
V Novitsky, JA Steingrimsson, M Howison, FS Gillani, Y Li, A Manne, ...
Scientific reports 10 (1), 18547, 2020
Estimation in the semiparametric accelerated failure time model with missing covariates: improving efficiency through augmentation
JA Steingrimsson, RL Strawderman
Journal of the American Statistical Association 112 (519), 1221-1235, 2017
Classification of Listeria monocytogenes Persistence in Retail Delicatessen Environments Using Expert Elicitation and Machine Learning
P Vangay, J Steingrimsson, M Wiedmann, MJ Stasiewicz
Risk analysis 34 (10), 1830-1845, 2014
Causally interpretable meta-analysis: application in adolescent HIV prevention
DH Barker, IJ Dahabreh, JA Steingrimsson, C Houck, G Donenberg, ...
Prevention Science, 1-12, 2022
Generalizing trial findings using nested trial designs with sub-sampling of non-randomized individuals
IJ Dahabreh, MA Hernán, SE Robertson, A Buchanan, JA Steingrimsson
arXiv preprint arXiv:1902.06080, 2019
Self-rated health and socio-economic status among older adults in Northern Iceland
AK Sigurdardottir, GK Kristófersson, SS Gústafsdóttir, SB Sigurdsson, ...
International Journal of Circumpolar Health 78 (1), 1697476, 2019
Subgroup identification using covariate‐adjusted interaction trees
JA Steingrimsson, J Yang
Statistics in medicine 38 (21), 3974-3984, 2019
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Články 1–20