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Hemant Ishwaran - Publications

Affiliations: 
Statistics Case Western Reserve University, Cleveland Heights, OH, United States 
Area:
Statistics
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46 high-probability publications. We are testing a new system for linking publications to authors. You can help! If you notice any inaccuracies, please sign in and mark papers as correct or incorrect matches. If you identify any major omissions or other inaccuracies in the publication list, please let us know.

Year Citation  Score
2019 O'Brien R, Ishwaran H. A Random Forests Quantile Classifier for Class Imbalanced Data. Pattern Recognition. 90: 232-249. PMID 30765897 DOI: 10.1016/J.Patcog.2019.01.036  0.323
2019 Blackstone EH, Chang HL, Rajeswaran J, Parides MK, Ishwaran H, Li L, Ehrlinger J, Gelijns AC, Moskowitz AJ, Argenziano M, DeRose JJ, Couderc JP, Balda D, Dagenais F, Mack MJ, et al. Biatrial maze procedure versus pulmonary vein isolation for atrial fibrillation during mitral valve surgery: New analytical approaches and end points. The Journal of Thoracic and Cardiovascular Surgery. 157: 234-243.e9. PMID 30557941 DOI: 10.1016/J.Jtcvs.2018.06.093  0.645
2018 Ishwaran H, Lu M. Standard errors and confidence intervals for variable importance in random forest regression, classification, and survival. Statistics in Medicine. PMID 29869423 DOI: 10.1002/Sim.7803  0.378
2018 Lu M, Sadiq S, Feaster DJ, Ishwaran H. Estimating Individual Treatment Effect in Observational Data Using Random Forest Methods. Journal of Computational and Graphical Statistics : a Joint Publication of American Statistical Association, Institute of Mathematical Statistics, Interface Foundation of North America. 27: 209-219. PMID 29706752 DOI: 10.1080/10618600.2017.1356325  0.331
2018 Dazard JE, Ishwaran H, Mehlotra R, Weinberg A, Zimmerman P. Ensemble survival tree models to reveal pairwise interactions of variables with time-to-events outcomes in low-dimensional setting. Statistical Applications in Genetics and Molecular Biology. 17. PMID 29453930 DOI: 10.1515/Sagmb-2017-0038  0.346
2017 Tang F, Ishwaran H. Random Forest Missing Data Algorithms. Statistical Analysis and Data Mining. 10: 363-377. PMID 29403567 DOI: 10.1002/Sam.11348  0.32
2017 Pande A, Li L, Rajeswaran J, Ehrlinger J, Kogalur UB, Blackstone EH, Ishwaran H. Boosted Multivariate Trees for Longitudinal Data. Machine Learning. 106: 277-305. PMID 29249866 DOI: 10.1007/S10994-016-5597-1  0.674
2016 Li L, Mao H, Ishwaran H, Rajeswaran J, Ehrlinger J, Blackstone EH. Estimating the prevalence of atrial fibrillation from a three-class mixture model for repeated diagnoses. Biometrical Journal. Biometrische Zeitschrift. PMID 27983754 DOI: 10.1002/Bimj.201600098  0.678
2016 Rice TW, Apperson-Hansen C, DiPaola LM, Semple ME, Lerut TE, Orringer MB, Chen LQ, Hofstetter WL, Smithers BM, Rusch VW, Wijnhoven BP, Chen KN, Davies AR, D'Journo XB, Kesler KA, ... ... Ishwaran H, et al. Worldwide Esophageal Cancer Collaboration: clinical staging data. Diseases of the Esophagus : Official Journal of the International Society For Diseases of the Esophagus. 29: 707-714. PMID 27731549 DOI: 10.1111/Dote.12493  0.308
2016 Rice TW, Lerut TE, Orringer MB, Chen LQ, Hofstetter WL, Smithers BM, Rusch VW, van Lanschot J, Chen KN, Davies AR, D'Journo XB, Kesler KA, Luketich JD, Ferguson MK, Räsänen JV, ... ... Ishwaran H, et al. Worldwide Esophageal Cancer Collaboration: neoadjuvant pathologic staging data. Diseases of the Esophagus : Official Journal of the International Society For Diseases of the Esophagus. 29: 715-723. PMID 27731548 DOI: 10.1111/Dote.12513  0.309
2016 Rice TW, Chen LQ, Hofstetter WL, Smithers BM, Rusch VW, Wijnhoven BP, Chen KL, Davies AR, D'Journo XB, Kesler KA, Luketich JD, Ferguson MK, Räsänen JV, van Hillegersberg R, Fang W, ... ... Ishwaran H, et al. Worldwide Esophageal Cancer Collaboration: pathologic staging data. Diseases of the Esophagus : Official Journal of the International Society For Diseases of the Esophagus. 29: 724-733. PMID 27731547 DOI: 10.1111/Dote.12520  0.302
2016 Rajeswaran J, Blackstone EH, Ehrlinger J, Li L, Ishwaran H, Parides MK. Probability of atrial fibrillation after ablation: Using a parametric nonlinear temporal decomposition mixed effects model. Statistical Methods in Medical Research. PMID 26740575 DOI: 10.1177/0962280215623583  0.672
2014 Ishwaran H, Gerds TA, Kogalur UB, Moore RD, Gange SJ, Lau BM. Random survival forests for competing risks. Biostatistics (Oxford, England). 15: 757-73. PMID 24728979 DOI: 10.1093/Biostatistics/Kxu010  0.327
2013 Chen X, Ishwaran H. Pathway hunting by random survival forests. Bioinformatics (Oxford, England). 29: 99-105. PMID 23129299 DOI: 10.1093/Bioinformatics/Bts643  0.317
2012 Mogensen UB, Ishwaran H, Gerds TA. Evaluating Random Forests for Survival Analysis using Prediction Error Curves. Journal of Statistical Software. 50: 1-23. PMID 25317082 DOI: 10.18637/Jss.V050.I11  0.344
2012 Chen X, Ishwaran H. Random forests for genomic data analysis. Genomics. 99: 323-9. PMID 22546560 DOI: 10.1016/J.Ygeno.2012.04.003  0.319
2012 Ehrlinger J, Ishwaran H. Characterizing l2boosting Annals of Statistics. 40: 1074-1101. DOI: 10.1214/12-Aos997  0.659
2011 Gorodeski EZ, Ishwaran H, Kogalur UB, Blackstone EH, Hsich E, Zhang ZM, Vitolins MZ, Manson JE, Curb JD, Martin LW, Prineas RJ, Lauer MS. Use of hundreds of electrocardiographic biomarkers for prediction of mortality in postmenopausal women: the Women's Health Initiative. Circulation. Cardiovascular Quality and Outcomes. 4: 521-32. PMID 21862719 DOI: 10.1161/Circoutcomes.110.959023  0.314
2011 Hsich E, Gorodeski EZ, Blackstone EH, Ishwaran H, Lauer MS. Identifying important risk factors for survival in patient with systolic heart failure using random survival forests. Circulation. Cardiovascular Quality and Outcomes. 4: 39-45. PMID 21098782 DOI: 10.1161/Circoutcomes.110.939371  0.355
2011 Ishwaran H, Rao JS. Consistency of spike and slab regression Statistics & Probability Letters. 81: 1920-1928. DOI: 10.1016/J.Spl.2011.08.005  0.325
2011 Ishwaran H. Comments on: Nonparametric inference based on panel count data Test. 20: 48-53. DOI: 10.1007/S11749-010-0226-Y  0.3
2011 Ishwaran H, Kogalur UB, Chen X, Minn AJ. Random survival forests for high-dimensional data Statistical Analysis and Data Mining. 4: 115-132. DOI: 10.1002/Sam.10103  0.339
2010 Chen X, Wang L, Ishwaran H. An Integrative Pathway-based Clinical-genomic Model for Cancer Survival Prediction. Statistics & Probability Letters. 80: 1313-1319. PMID 21731150 DOI: 10.1016/J.Spl.2010.04.011  0.302
2010 Ishwaran H, Kogalur UB. Consistency of Random Survival Forests. Statistics & Probability Letters. 80: 1056-1064. PMID 20582150 DOI: 10.1016/J.Spl.2010.02.020  0.306
2010 Ishwaran H, Kogalur UB, Gorodeski EZ, Minn AJ, Lauer MS. High-Dimensional Variable Selection for Survival Data Journal of the American Statistical Association. 105: 205-217. DOI: 10.1198/Jasa.2009.Tm08622  0.31
2009 Ishwaran H, Blackstone EH, Apperson-Hansen C, Rice TW. A novel approach to cancer staging: application to esophageal cancer. Biostatistics (Oxford, England). 10: 603-20. PMID 19502615 DOI: 10.1093/Biostatistics/Kxp016  0.308
2008 Ishwaran H, Kogalur UB, Blackstone EH, Lauer MS. Random survival forests The Annals of Applied Statistics. 2: 841-860. DOI: 10.1214/08-Aoas169  0.351
2008 Dey T, Ishwaran H, Rao JS. An In-Depth Look At Highest Posterior Model Selection Econometric Theory. 24: 377-403. DOI: 10.1017/S026646660808016X  0.319
2006 Papana A, Ishwaran H. CART variance stabilization and regularization for high-throughput genomic data. Bioinformatics (Oxford, England). 22: 2254-61. PMID 16844707 DOI: 10.1093/Bioinformatics/Btl384  0.316
2006 Ishwaran H, Rao JS, Kogalur UB. BAMarraytrade mark: Java software for Bayesian analysis of variance for microarray data. Bmc Bioinformatics. 7: 59. PMID 16466568 DOI: 10.1186/1471-2105-7-59  0.329
2005 Ishwaran H, Rao JS. Spike and slab variable selection: Frequentist and Bayesian strategies Annals of Statistics. 33: 730-773. DOI: 10.1214/009053604000001147  0.34
2005 Ishwaran H, Rao JS. Spike and slab gene selection for multigroup microarray data Journal of the American Statistical Association. 100: 764-780. DOI: 10.1198/016214505000000051  0.366
2004 Efron B, Hastie T, Johnstone I, Tibshirani R, Ishwaran H, Knight K, Loubes JM, Massart P, Madigan D, Ridgeway G, Rosset S, Zhu JI, Stine RA, Turlach BA, Weisberg S. Least angle regression Annals of Statistics. 32: 407-499. DOI: 10.1214/009053604000000067  0.366
2004 Ishwaran H, James LF. Computational methods for multiplicative intensity models using weighted gamma processes: Proportional hazards, marked point processes, and panel count data Journal of the American Statistical Association. 99: 175-190. DOI: 10.1198/016214504000000179  0.329
2003 Ishwaran H, Rao JS. Detecting Differentially Expressed Genes in Microarrays Using Bayesian Model Selection Journal of the American Statistical Association. 98: 438-455. DOI: 10.1198/016214503000224  0.304
2003 Alexe S, Blackstone E, Hammer PL, Ishwaran H, Lauer MS, Snader CEP. Coronary Risk Prediction by Logical Analysis of Data Annals of Operations Research. 119: 15-42. DOI: 10.1023/A:1022970120229  0.312
2002 Ishwaran H, James LF. Approximate Dirichlet process computing in finite normal mixtures: Smoothing and prior information Journal of Computational and Graphical Statistics. 11: 508-532. DOI: 10.1198/106186002411  0.346
2002 Ishwaran H, Takahara G. Independent and identically distributed Monte Carlo algorithms for semiparametric linear mixed models Journal of the American Statistical Association. 97: 1154-1166. DOI: 10.1198/016214502388618951  0.341
2001 Ishwaran H, James LF, Sun J. Bayesian Model Selection in Finite Mixtures by Marginal Density Decompositions Journal of the American Statistical Association. 96: 1316-1332. DOI: 10.1198/016214501753382255  0.33
2001 Ishwaran H, James LF. Gibbs sampling methods for stick-breaking priors Journal of the American Statistical Association. 96: 161-173. DOI: 10.1198/016214501750332758  0.335
2000 Ishwaran H, Gatsonis CA. A general class of hierarchical ordinal regression models with applications to correlated ROC analysis Canadian Journal of Statistics. 28: 731-750. DOI: 10.2307/3315913  0.354
2000 Ishwaran H, Zarepour M. Markov chain Monte Carlo in approximate Dirichlet and beta two-parameter process hierarchical models Biometrika. 87: 371-390. DOI: 10.1093/Biomet/87.2.371  0.305
1999 Ishwaran H. Applications of Hybrid Monte Carlo to Bayesian Generalized Linear Models: Quasicomplete Separation and Neural Networks Journal of Computational and Graphical Statistics. 8: 779-799. DOI: 10.1080/10618600.1999.10474849  0.335
1998 Ishwaran H. Exponential posterior consistency via generalized Pólya urn schemes in finite semiparametric mixtures Annals of Statistics. 26: 2157-2178. DOI: 10.1214/Aos/1024691465  0.315
1996 Ishwaran H. Uniform rates of estimation in the semiparametric Weibull mixture model Annals of Statistics. 24: 1572-1585. DOI: 10.1214/Aos/1032298285  0.314
1996 Ishwaran H. Identifiability and rates of estimation for scale parameters in location mixture models Annals of Statistics. 24: 1560-1571. DOI: 10.1214/Aos/1032298284  0.324
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