rms swMATH ID: 4532 Software Authors: Harrell, Frank E. jun. 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: https://cran.r-project.org/package=rms Source Code: https://github.com/cran/rms Dependencies: R; Hmisc (≥ 3.7), survival (≥ 2.36-3) Related Software: R; SAS; Stata; survival; glmnet; ElemStatLearn; ggplot2; VGAM; bootstrap; brms; ordinal; SAS/STAT; BayesDA; S-PLUS; aplore3; Stan; MASS (R); UCI-ml; GitHub; rstanarm Cited in: 174 Documents all top 5 Cited by 470 Authors 9 Riley, Richard D. Riley 9 Steyerberg, Ewout W. 8 Debray, Thomas P. A. 7 Harrell, Frank E. jun. 7 van Smeden, Maarten 6 Van Calster, Ben 5 Collins, Gary S. 5 Ensor, Joie 5 Hoogland, Jeroen 5 Moons, Karel G. M. 4 Heinze, Georg 4 Snell, Kym I. E. 3 Archer, Lucinda 3 Efthimiou, Orestis 3 Groenwold, Rolf H. H. 3 Li, Chun 3 Reitsma, Johannes B. 3 Rizopoulos, Dimitris 3 Sauerbrei, Willi 3 Shaw, Pamela A. 3 Shepherd, Bryan E. 3 Vehtari, Aki 2 Austin, Peter C. 2 Bantis, Leonidas E. 2 Becker, James T. 2 Begg, Colin B. 2 Bürkner, Paul-Christian 2 Capanu, Marinela 2 Chen, Shuo 2 De Jong, Valentijn M. T. 2 Dunkler, Daniela 2 Egger, Matthias 2 Eijkemans, Marinus J. C. 2 Faraway, Julian J. 2 Georgiou, Stelios D. 2 Giurcanu, Mihai C. 2 Gönen, Mithat 2 Hasselblad, Vic 2 Hatefi, Armin 2 Hatefi, Ehsan 2 IntHout, Joanna 2 Kalina, Jan 2 Kim, Daeyoung 2 Luijken, Kim 2 Pencina, Michael J. 2 Pieper, Karen S. 2 Piironen, Juho 2 Potthoff, Richard F. 2 Seaberg, Eric C. 2 Seo, Michael J. 2 Stewart, Thomas G. 2 Tian, Yuqi 2 Tsimikas, John V. 2 Tudor, Gail E. 2 Wallisch, Christine 2 Wei, Zheng 2 White, Ian R. 2 Ziegler, Andreas 1 Afsharian, Mohsen 1 Agapow, Paul-Michael 1 Aguilar, Javier Enrique 1 Ahern, Jennifer 1 Ahmad, Amar Sabri 1 Ahn, Heinz 1 Al-Awjar, Muhammed Qasim 1 Al-Hassan, Munther 1 Al-Kassab, Mowafaq Muhammed 1 Alber, Hannes F. 1 Albers, Casper J. 1 Alejo, Javier 1 Ali, Raghib 1 Anacleto, Osvaldo 1 Antoniadis, Anestis 1 Archer, Kellie J. 1 Arjas, Elja 1 Audigier, Vincent 1 Baart, Sara J. 1 Bachtiar, Luqman R. 1 Bainter, Sierra A. 1 Balzer, Laura B. 1 Bar-Hen, Avner 1 Beiser, Julia A. 1 Belias, Michail 1 Biau, Gérard 1 Bibby, Bo Martin 1 Bilton, Penny 1 Binder, Harald 1 Blume, Jeffrey D. 1 Boe, Lillian A. 1 Boersma, Eric 1 Bogetoft, Peter 1 Bollandsås, Ole Martin 1 Booth, Sarah 1 Boulesteix, Anne-Laure Isabeau 1 Bowers, Jake 1 Brahimi, Brahim 1 Buchholz, Anika 1 Bulusu, Krishna C. 1 Burke, Danielle L. 1 Burkhart, Harold E. ...and 370 more Authors all top 5 Cited in 68 Serials 41 Statistics in Medicine 16 Biometrical Journal 6 Computational Statistics and Data Analysis 4 The American Statistician 4 Scandinavian Journal of Statistics 4 Statistical Methods in Medical Research 4 Statistical Methods and Applications 3 Biometrics 3 European Journal of Operational Research 3 Journal of Applied Statistics 3 North American Actuarial Journal 3 Statistics and Computing 2 The Canadian Journal of Statistics 2 Psychometrika 2 International Statistical Review 2 Journal of the American Statistical Association 2 Journal of Multivariate Analysis 2 Communications in Statistics. Theory and Methods 2 Lifetime Data Analysis 2 Quantitative Finance 2 Computational & Mathematical Methods in Medicine 2 Journal of Physics A: Mathematical and Theoretical 2 Electronic Journal of Statistics 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 Metrika 1 Annals of the Institute of Statistical Mathematics 1 British Journal of Mathematical & Statistical Psychology 1 Information Sciences 1 Journal of Mathematical Psychology 1 Journal of Statistical Planning and Inference 1 Naval Research Logistics 1 Statistica Neerlandica 1 Journal of Classification 1 Statistical Science 1 Journal of Scientific Computing 1 Neural Computation 1 Journal of Global Optimization 1 Computational Statistics 1 Annals of Physics 1 Communications in Statistics. Simulation and Computation 1 Journal of Statistical Computation and Simulation 1 SIAM Journal on Optimization 1 Computational Optimization and Applications 1 Test 1 Statistical Papers 1 Journal of Nonparametric Statistics 1 Journal of Combinatorial Optimization 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 Cosmology and Astroparticle Physics 1 The International Journal of Biostatistics 1 Chapman & Hall/CRC Biostatistics Series 1 Wiley Interdisciplinary Reviews. WIREs Computational Statistics 1 Mathematical Control and Related Fields 1 Bayesian Analysis 1 Journal of Computational Dynamics 1 Journal of Applied Mathematics, Statistics and Informatics 1 Journal of the Japan Statistical Society. Japanese Issue 1 Statistik und ihre Anwendungen all top 5 Cited in 17 Fields 159 Statistics (62-XX) 13 Numerical analysis (65-XX) 13 Computer science (68-XX) 12 Biology and other natural sciences (92-XX) 7 Game theory, economics, finance, and other social and behavioral sciences (91-XX) 4 Operations research, mathematical programming (90-XX) 2 General and overarching topics; collections (00-XX) 2 Probability theory and stochastic processes (60-XX) 2 Quantum theory (81-XX) 2 Relativity and gravitational theory (83-XX) 2 Information and communication theory, circuits (94-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 Geophysics (86-XX) 1 Systems theory; control (93-XX) Citations by Year