Random survival forests H Ishwaran, UB Kogalur, EH Blackstone, MS Lauer | 2715 | 2008 |
High-dimensional variable selection for survival data H Ishwaran, UB Kogalur, EZ Gorodeski, AJ Minn, MS Lauer Journal of the American Statistical Association 105 (489), 205-217, 2010 | 479 | 2010 |
Random survival forests for R H Ishwaran, UB Kogalur R news 7 (2), 25-31, 2007 | 328 | 2007 |
Random survival forests for competing risks H Ishwaran, TA Gerds, UB Kogalur, RD Moore, SJ Gange, BM Lau Biostatistics 15 (4), 757-773, 2014 | 259 | 2014 |
Fast unified random forests for survival, regression, and classification (RF-SRC) H Ishwaran, UB Kogalur R package version 2 (1), 2019 | 248 | 2019 |
Random forests for survival, regression and classification (RF-SRC) H Ishwaran, UB Kogalur R package version 2 (1), 2017 | 235 | 2017 |
Consistency of random survival forests H Ishwaran, UB Kogalur Statistics & probability letters 80 (13-14), 1056-1064, 2010 | 232 | 2010 |
Random survival forests for high‐dimensional data H Ishwaran, UB Kogalur, X Chen, AJ Minn Statistical Analysis and Data Mining: The ASA Data Science Journal 4 (1 …, 2011 | 212 | 2011 |
RandomForestSRC: Random forests for survival, regression and classification (RF-SRC) H Ishwaran, UB Kogalur R package version 1 (0), 2014 | 97 | 2014 |
spikeslab: Prediction and Variable Selection Using Spike and Slab Regression. H Ishwaran, UB Kogalur, JS Rao R Journal 2 (2), 2010 | 64 | 2010 |
Use of hundreds of electrocardiographic biomarkers for prediction of mortality in postmenopausal women: the Women's Health Initiative EZ Gorodeski, H Ishwaran, UB Kogalur, EH Blackstone, E Hsich, Z Zhang, ... Circulation: Cardiovascular Quality and Outcomes 4 (5), 521-532, 2011 | 59 | 2011 |
Fast Unified Random Forests for Survival, Regression, and Classification (RF‐SRC). R package, version 2.9. 3. 2020 H Ishwaran, UB Kogalur | 58 | 2020 |
Random forests for survival, regression and classification (RF-SRC), R package version 1.6 H Ishwaran, UB Kogalur URL http://CRAN. R-project. org/package= randomForestSRC, 2014 | 52 | 2014 |
Package ‘randomForestSRC’ H Ishwaran, UB Kogalur, MUB Kogalur breast 6 (1), 2022 | 47 | 2022 |
BAMarray™: Java software for Bayesian analysis of variance for microarray data H Ishwaran, JS Rao, UB Kogalur BMC bioinformatics 7, 1-21, 2006 | 38 | 2006 |
Boosted multivariate trees for longitudinal data A Pande, L Li, J Rajeswaran, J Ehrlinger, UB Kogalur, EH Blackstone, ... Machine learning 106, 277-305, 2017 | 29 | 2017 |
Randomforestsrc: Random survival forests vignette H Ishwaran, MS Lauer, EH Blackstone, M Lu, UB Kogalur University of Miami Miller School of Medicine, 2021 | 13 | 2021 |
randomForestSRC: Variable importance (VIMP) with subsampling inference vignette H Ishwaran, M Lu, UB Kogalur Unpublished, 2021 | 10 | 2021 |
RandomSurvivalForest 3.2. 2. R package H Ishwaran, UB Kogalur | 8 | 2008 |
randomForestSRC: getting started with randomForestSRC vignette H Ishwaran, M Lu, UB Kogalur | 7 | 2021 |