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/ Dependencies: R; Hmisc (≥ 3.7), survival (≥ 2.36-3) Related Software: R; SAS; survival; glmnet; Stata; SAS/STAT; VGAM; ordinal; CRAN; ggplot2; MASS (R); Hmisc; KernSmooth; ElemStatLearn; bootstrap; BayesDA; S-PLUS; ordinalNet; ordinalgmifs; eha Referenced in: 81 Publications all top 5 Referenced by 206 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 Pieper, Karen S. 2 Potthoff, Richard F. 2 Rizopoulos, Dimitris 2 Tsimikas, John V. 2 Tudor, Gail E. 2 Ziegler, Andreas 1 Agapow, Paul-Michael 1 Ahern, Jennifer 1 Albers, Casper J. 1 Anacleto, Osvaldo 1 Antoniadis, Anestis 1 Austin, Peter C. 1 Bachtiar, Luqman R. 1 Balzer, Laura B. 1 Beiser, Julia A. 1 Biau, Gérard 1 Bibby, Bo Martin 1 Bilton, Penny 1 Binder, Harald 1 Bollandsås, Ole Martin 1 Boulesteix, Anne-Laure Isabeau 1 Bowers, Jake 1 Buchholz, Anika 1 Bulusu, Krishna C. 1 Burkhart, Harold E. 1 Burton, Andrea 1 Cappola, Tom 1 Carvalho, João B. 1 Chen, Baiyu 1 Chen, Qingxia 1 Chen, Rushan 1 Chiu, Grace S. 1 Chu, Ge-Jin 1 Ciampi, Antonio 1 Cipolli, William III 1 Contucci, Pierluigi 1 Cook, Ralph Dennis 1 da Motta Singer, Julio 1 D’Agostino, Ralph B. sen. 1 Deswal, Sumit 1 Dixon, Philip M. 1 Dunkler, Daniela 1 Dusseldorp, Elise 1 Failor, Michael 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 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 Iwasa, Yoh 1 Janes, Holly 1 Jin, Han 1 Jin, Lei 1 Johnson, Kjell 1 Jones, Byron 1 Jones, Geoff 1 Jun, Sookyung 1 Kachouie, Nezamoddin N. 1 Khan, Faisal M. 1 Kim, Changki 1 Kim, Daeyoung 1 Kim, Hongjoong 1 Klabjan, Diego 1 Kohler, Michael 1 Kong, Xiao 1 König, Inke R. 1 Kovach, David A. 1 Koyama, Tatsuki ...and 106 more Authors all top 5 Referenced in 43 Serials 9 Biometrical Journal 5 Computational Statistics and Data Analysis 4 Statistical Methods in Medical Research 3 Journal of Applied Statistics 3 Statistical Methods and Applications 2 The Canadian Journal of Statistics 2 Scandinavian Journal of Statistics 2 Biometrics 2 Communications in Statistics. Theory and Methods 2 European Journal of Operational Research 2 Lifetime Data Analysis 2 Quantitative Finance 2 North American Actuarial Journal 2 Computational & Mathematical Methods in Medicine 2 The Annals of Applied Statistics 2 Journal of Agricultural, Biological, and Environmental Statistics 2 Journal of Theoretical Biology 2 Springer Series in Statistics 2 Epidemiologic Methods 2 Chapman & Hall/CRC Texts in Statistical Science Series 2 Interdisciplinary Statistics 1 The American Statistician 1 Psychometrika 1 Journal of Mathematical Psychology 1 Journal of Multivariate Analysis 1 Journal of Statistical Planning and Inference 1 Journal of Classification 1 Statistical Science 1 Neural Computation 1 Journal of Global Optimization 1 Computational Optimization and Applications 1 Test 1 Journal of Nonparametric Statistics 1 Australian & New Zealand Journal of Statistics 1 Journal of the Royal Statistical Society. Series B. Statistical Methodology 1 International Journal of Applied Mathematics and Computer Science 1 Brazilian Journal of Probability and Statistics 1 Entropy 1 Journal of Physics A: Mathematical and Theoretical 1 Electronic Journal of Statistics 1 Chapman & Hall/CRC Biostatistics Series 1 Statistics and Computing 1 Statistik und ihre Anwendungen all top 5 Referenced in 12 Fields 74 Statistics (62-XX) 11 Biology and other natural sciences (92-XX) 10 Numerical analysis (65-XX) 6 Computer science (68-XX) 6 Game theory, economics, finance, and other social and behavioral sciences (91-XX) 2 General and overarching topics; collections (00-XX) 1 Quantum theory (81-XX) 1 Statistical mechanics, structure of matter (82-XX) 1 Geophysics (86-XX) 1 Operations research, mathematical programming (90-XX) 1 Systems theory; control (93-XX) 1 Information and communication theory, circuits (94-XX) Referencing Publications by Year