ordinal swMATH ID: 12561 Software Authors: Rune Haubo Bojesen Christensen Description: R package ordinal: Regression Models for Ordinal Data. Implementation of cumulative link (mixed) models also known as ordered regression models, proportional odds models, proportional hazards models for grouped survival times and ordered logit/probit/... models. Estimation is via maximum likelihood and mixed models are fitted with the Laplace approximation and adaptive Gauss-Hermite quadrature. Multiple random effect terms are allowed and they may be nested, crossed or partially nested/crossed. Restrictions of symmetry and equidistance can be imposed on the thresholds (cut-points/intercepts). Standard model methods are available (summary, anova, drop-methods, step, confint, predict etc.) in addition to profile methods and slice methods for visualizing the likelihood function and checking convergence. Homepage: http://www.cran.r-project.org/web/packages/ordinal/index.html Source Code: https://github.com/cran/ordinal Dependencies: R Related Software: R; VGAM; lme4; Mlogit; rms; nnet; catdata; SAS; MASS (R); CRAN; ordinalNet; survival; pscl; brms; ROCR; ResourceSelection; fda (R); Epi; SAS/STAT; pkgdown Cited in: 23 Publications Standard Articles 1 Publication describing the Software, including 1 Publication in zbMATH Year Analysis of sensory ratings data with cumulative link models. Zbl 1316.62107Christensen, Rune Haubo Bojesen; Brockhoff, Per Bruun 2013 all top 5 Cited by 60 Authors 3 De Lara, Idemauro Antonio Rodrigues 3 Hinde, John P. 2 Taconeli, Cesar Augusto 2 Tutz, Gerhard E. 1 Agresti, Alan 1 Amiri, Amirhossein 1 Archer, Kellie J. 1 Ayieko, Philip 1 Barahona, Sonia 1 Bibby, Bo Martin 1 Brockhoff, Per Bruun 1 Bu, Xianwei 1 Centella, Pablo 1 Christensen, Rune Haubo Bojesen 1 Coull, Brent A. 1 Da Silva, I. J. O. 1 De Castro, A. C. 1 Ekstrøm, Claus Thorn 1 English, Mike 1 Fallahnezhad, Mohammad Saber 1 Gachau, Susan 1 Gazes, Regina Paxton 1 Gual-Arnau, Ximo 1 Haag, Fridolin 1 Hou, Jiayi 1 Iannario, Maria 1 Ibáñez, María Victoria 1 Irvine, Kathryn M. 1 Kalisch, Markus 1 Kateri, Maria 1 Keren, Ilai N. 1 Khosravi, Ramezan 1 Kosmidis, Ioannis 1 Kristensen, Simon Bang 1 Lienert, Judit 1 Majumdar, Dibyen 1 Meier, Lukas 1 Meyer, Mark J. 1 Monti, Anna Clara 1 Morris, Jeffrey S. 1 Mwaniki, Paul 1 Nelson, Kerrie P. 1 Njagi, Edmund Njeru 1 Owlia, Mohammad Saleh 1 Owuor, Nelson 1 Quartagno, Matteo 1 Raza, Sughra 1 Riveiro, Maria 1 Rodhouse, T. J. 1 Sandberg, Kristian 1 Sarguta, Rachel 1 Scalera, Valentino 1 Schmid, Matthias 1 Simó, Amelia 1 Thill, Serge 1 Wright, Marvin N. 1 Yang, Jie 1 Zhou, Thomas J. 1 Ziegler, Andreas 1 Zürcher, Sara all top 5 Cited in 21 Serials 3 Journal of Applied Statistics 1 Artificial Intelligence 1 The Annals of Statistics 1 Biometrical Journal 1 Biometrics 1 Journal of Mathematical Psychology 1 Statistics 1 Communications in Statistics. Simulation and Computation 1 Communications in Statistics. Theory and Methods 1 European Journal of Operational Research 1 Journal of Statistical Computation and Simulation 1 Journal of the Royal Statistical Society. Series B. Statistical Methodology 1 Statistical Modelling 1 Statistical Applications in Genetics and Molecular Biology 1 Advances in Data Analysis and Classification. ADAC 1 The Annals of Applied Statistics 1 Journal of Agricultural, Biological, and Environmental Statistics 1 Journal de la Société Française de Statistique 1 Springer Series in Statistics 1 Essentials 1 Chapman & Hall/CRC The R Series all top 5 Cited in 6 Fields 20 Statistics (62-XX) 3 Biology and other natural sciences (92-XX) 2 Game theory, economics, finance, and other social and behavioral sciences (91-XX) 1 Probability theory and stochastic processes (60-XX) 1 Computer science (68-XX) 1 Operations research, mathematical programming (90-XX) Citations by Year