rms swMATH ID: 4532 Software Authors: Frank E Harrell Jr Description: R package rms: Regression Modeling Strategies , Regression modeling, testing, estimation, validation, graphics, prediction, and typesetting by storing enhanced model design attributes in the fit. rms is a collection of 229 functions that assist with and streamline modeling. It also contains functions for binary and ordinal logistic regression models and the Buckley-James multiple regression model for right-censored responses, and implements penalized maximum likelihood estimation for logistic and ordinary linear models. rms works with almost any regression model, but it was especially written to work with binary or ordinal logistic regression, Cox regression, accelerated failure time models, ordinary linear models, the Buckley-James model, generalized least squares for serially or spatially correlated observations, generalized linear models, and quantile regression. Homepage: http://cran.r-project.org/web/packages/rms/ Source Code: https://github.com/cran/rms Dependencies: R; Hmisc (≥ 3.7), survival (≥ 2.36-3) Related Software: R; SAS; survival; glmnet; Stata; SAS/STAT; VGAM; ggplot2; S-PLUS; ElemStatLearn; ordinal; CRAN; Hmisc; KernSmooth; UCI-ml; MASS (R); bootstrap; BayesDA; ordinalNet; ordinalgmifs Cited in: 96 Documents all top 5 Cited by 241 Authors 4 Steyerberg, Ewout W. 3 Van Calster, Ben 2 Bantis, Leonidas E. 2 Faraway, Julian J. 2 Georgiou, Stelios D. 2 Harrell, Frank E. jun. 2 Hasselblad, Vic 2 Kim, Daeyoung 2 Pieper, Karen S. 2 Piironen, Juho 2 Potthoff, Richard F. 2 Rizopoulos, Dimitris 2 Tsimikas, John V. 2 Tudor, Gail E. 2 Vehtari, Aki 2 Wei, Zheng 2 Ziegler, Andreas 1 Agapow, Paul-Michael 1 Ahern, Jennifer 1 Albers, Casper J. 1 Anacleto, Osvaldo 1 Antoniadis, Anestis 1 Audigier, Vincent 1 Austin, Peter C. 1 Bachtiar, Luqman R. 1 Balzer, Laura B. 1 Bar-Hen, Avner 1 Beiser, Julia A. 1 Biau, Gérard 1 Bibby, Bo Martin 1 Bilton, Penny 1 Binder, Harald 1 Blume, Jeffrey D. 1 Bollandsås, Ole Martin 1 Boulesteix, Anne-Laure Isabeau 1 Bowers, Jake 1 Brahimi, Brahim 1 Buchholz, Anika 1 Bulusu, Krishna C. 1 Burkhart, Harold E. 1 Bürkner, Paul-Christian 1 Burton, Andrea 1 Cappola, Tom 1 Carvalho, João B. 1 Chen, Baiyu 1 Chen, Qingxia 1 Chen, Rushan 1 Chitour, Yacine 1 Chiu, Grace S. 1 Chu, Ge-Jin 1 Ciampi, Antonio 1 Cipolli, William III 1 Clemente, Gian Paolo 1 Contucci, Pierluigi 1 Cook, Ralph Dennis 1 Couillet, Romain 1 da Motta Singer, Julio 1 D’Agostino, Ralph B. sen. 1 Deswal, Sumit 1 Devi, S. Prasanna 1 Dharanidharan, V. 1 Dixon, Philip M. 1 Dunkler, Daniela 1 Dusseldorp, Elise 1 Failor, Michael 1 Femmam, Karima 1 Femmam, Smain 1 Fildes, Robert 1 Fryzlewicz, Piotr 1 Fung, Wing-Kam 1 Galea, Sandro 1 Ganesh, Siva 1 Gao, Feng 1 Gerds, Thomas Alexander 1 Gopal, Anandasivam 1 Gordon, Mae O. 1 Gorfine, Malka 1 Gosselin, Frédéric 1 Greevy, Robert A. 1 Gregoire, Timothy G. 1 Hamad, Farag 1 Hannenhalli, Sridhar 1 Hansen, Ben B. 1 Hansen, Camilla Plambeck 1 Hara, Akane 1 Haslett, Steve 1 Hatefi, Armin 1 Hatefi, Ehsan 1 Heinze, Georg 1 Hirk, Rainer 1 Hong, Yili 1 Hornik, Kurt 1 Hrischenko, George 1 Hu, Shaolin 1 Hu, Shengli 1 Huajiang, Ouyang 1 Huang, Tao 1 Hudson, H. Malcolm 1 Ickstadt, Katja 1 Inan, Deniz ...and 141 more Authors all top 5 Cited in 52 Serials 9 Biometrical Journal 5 Computational Statistics and Data Analysis 4 The American Statistician 4 Statistical Methods in Medical Research 3 Journal of Applied Statistics 3 North American Actuarial Journal 3 Statistical Methods and Applications 2 The Canadian Journal of Statistics 2 Scandinavian Journal of Statistics 2 Biometrics 2 Journal of Multivariate Analysis 2 Communications in Statistics. 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Japanese Issue 1 Statistik und ihre Anwendungen all top 5 Cited in 16 Fields 87 Statistics (62-XX) 11 Biology and other natural sciences (92-XX) 10 Numerical analysis (65-XX) 9 Computer science (68-XX) 7 Game theory, economics, finance, and other social and behavioral sciences (91-XX) 2 General and overarching topics; collections (00-XX) 2 Quantum theory (81-XX) 2 Operations research, mathematical programming (90-XX) 1 Group theory and generalizations (20-XX) 1 Dynamical systems and ergodic theory (37-XX) 1 Approximations and expansions (41-XX) 1 Statistical mechanics, structure of matter (82-XX) 1 Relativity and gravitational theory (83-XX) 1 Geophysics (86-XX) 1 Systems theory; control (93-XX) 1 Information and communication theory, circuits (94-XX) Citations by Year