VGAM swMATH ID: 4490 Software Authors: Thomas W. Yee Description: R package VGAM: Vector Generalized Linear and Additive Models , Vector generalized linear and additive models, and associated models (Reduced-Rank VGLMs, Quadratic RR-VGLMs, Reduced-Rank VGAMs). This package fits many models and distribution by maximum likelihood estimation (MLE) or penalized MLE. Also fits constrained ordination models in ecology. Homepage: http://cran.r-project.org/web/packages/VGAM/ Source Code: https://github.com/cran/VGAM Programming Languages: R, FORTRAN 77, ANSI C Operating Systems: Linux, Windows, MacOS X Dependencies: R (≥ 2.14.0), splines, methods, stats, stats4 Keywords: VGLM; VGAM; MLE; statistics; R Related Software: R; WinBUGS; gamair; SemiPar; MASS (R); mgcv; SAS; ordinal; GAMLSS; ggplot2; CRAN; glmnet; BayesX; ordinalgmifs; SAS/STAT; Rcpp; Stata; nlme; gss; pscl Cited in: 83 Publications Standard Articles 4 Publications describing the Software, including 2 Publications in zbMATH Year Vector generalized linear and additive models. With an implementation in R. Zbl 1380.62006Yee, Thomas W. 2015 VGAM family functions for categorical and genetic data. Zbl 1330.62303Yee, Thomas W. 2003 all top 5 Cited by 168 Authors 6 Yee, Thomas W. 4 Huggins, Richard M. 4 Marra, Giampiero 4 Radice, Rosalba 4 Tutz, Gerhard E. 4 Wand, Matthew P. 3 Karavarsamis, Natalie 2 Berger, Moritz 2 Conde-Sánchez, Antonio 2 De Lara, Idemauro Antonio Rodrigues 2 Godwin, Ryan T. 2 Hinde, John P. 2 Schauberger, Gunther 2 Schmid, Matthias 2 Sellers, Kimberly Flagg 2 Stephenson, Alec G. 2 Taconeli, Cesar Augusto 2 Tsagris, Michail 1 Aerts, Marc 1 Ahn, Jaeil 1 Anderson, Carolyn Jane 1 Ando, Shuji 1 Balakrishnan, Narayanaswamy 1 Bang, Sungwan 1 Beneki, Christina C. 1 Beutels, Philippe 1 Boucher, Jean-Philippe 1 Brechmann, Eike Christian 1 Bura, Efstathia 1 Carroll, Raymond James 1 Casalicchio, Giuseppe 1 Chakraborty, Ashis Kumar 1 Chan, Kung-Sik 1 Chatterjee, Moutushi 1 Cho, Hyungjun 1 Costilla, Roy 1 Crackel, Roberto 1 Czado, Claudia 1 Da Silva, I. J. O. 1 De Castro, A. C. 1 De Castro, Mario H. 1 de Haan, Laurens 1 de Rooij, Mark 1 Dormann, Carsten F. 1 Dunstan, Piers K. 1 Eilers, Paul H. C. 1 Einbeck, Jochen 1 Espinosa, Javier 1 Faes, Christel 1 Fernández, Daniel 1 Flegal, James M. 1 Forzani, Liliana 1 Foster, Scott D. 1 Fullerton, Andrew S. 1 Gallardo, Diego I. 1 Giles, David E. A. 1 Gilleland, Eric 1 Giolo, Suely Ruiz 1 Gómez, Yolanda M. 1 Graham, Jinko 1 Gruber, Stephen B. 1 Gu, Peter Yongqi 1 Hadi, Alfian F. 1 Hassani, Hossein 1 Hastie, Trevor John 1 Heim, Nils 1 Heiner, Matthew 1 Hennig, Christian 1 Hens, Niels 1 Hui, Francis K. C. 1 Hwang, Wen-Han 1 Ieno, Elena N. 1 Imai, Kosuke 1 Infante-Rivard, Claire 1 Jessup, Sébastien 1 Kamalja, Kirtee K. 1 Kateri, Maria 1 Kim, Daeyoung 1 Kim, Hyoung-Moon 1 Kim, Jaeoh 1 Kim, SungBum 1 Kinlan, Brian P. 1 Klar, Bernhard 1 Klein, Nadja 1 Kneib, Thomas 1 Kottas, Athanasios 1 Krämer, Nicole 1 Kuss, Oliver 1 La, Gubu 1 Lafaye de Micheaux, Pierre 1 Laurini, Fabrizio 1 Leha, Andreas 1 Leirness, Jeffery B. 1 Leisen, Fabrizio 1 Li, Yi 1 Lindner, Franziska 1 Liquet, Benoit 1 Liu, Hai 1 Liu, Ivy 1 Maraun, Douglas ...and 68 more Authors all top 5 Cited in 46 Serials 10 Computational Statistics and Data Analysis 6 Journal of Statistical Computation and Simulation 4 Extremes 3 Australian & New Zealand Journal of Statistics 3 Journal of Applied Statistics 3 Statistical Modelling 3 AStA. Advances in Statistical Analysis 2 Biometrics 2 Journal of Multivariate Analysis 2 Communications in Statistics. Simulation and Computation 2 Communications in Statistics. Theory and Methods 2 The Annals of Applied Statistics 2 Journal of Computational and Graphical Statistics 2 Statistics and Computing 2 Statistics for Biology and Health 1 The Canadian Journal of Statistics 1 Psychometrika 1 Scandinavian Journal of Statistics 1 International Statistical Review 1 Journal of the American Statistical Association 1 Mathematics and Computers in Simulation 1 Insurance Mathematics & Economics 1 Statistics & Probability Letters 1 Journal of Classification 1 Statistics 1 Journal of the Japanese Society of Computational Statistics 1 Computational Statistics 1 Statistical Papers 1 Lifetime Data Analysis 1 Far East Journal of Mathematical Sciences 1 Lobachevskii Journal of Mathematics 1 Statistical Applications in Genetics and Molecular Biology 1 North American Actuarial Journal 1 Statistical Methodology 1 Journal of the Korean Statistical Society 1 Advances in Data Analysis and Classification. ADAC 1 Electronic Journal of Statistics 1 Statistics Surveys 1 Journal of Agricultural, Biological, and Environmental Statistics 1 Journal of Probability and Statistics 1 Springer Series in Statistics 1 Mathematics 1 Dependence Modeling 1 Modern Stochastics. Theory and Applications 1 Statistik und ihre Anwendungen 1 Chapman & Hall/CRC Statistics in the Social and Behavioral Sciences Series all top 5 Cited in 10 Fields 81 Statistics (62-XX) 11 Numerical analysis (65-XX) 8 Biology and other natural sciences (92-XX) 5 Probability theory and stochastic processes (60-XX) 2 Functional analysis (46-XX) 2 Game theory, economics, finance, and other social and behavioral sciences (91-XX) 1 Number theory (11-XX) 1 Special functions (33-XX) 1 Computer science (68-XX) 1 Geophysics (86-XX) Citations by Year