rstiefel swMATH ID: 11607 Software Authors: P. Hoff Description: rstiefel: Random orthonormal matrix generation on the Stiefel manifold. This package simulates random orthonormal matrices from linear and quadratic exponential family distributions on the Stiefel manifold. The most general type of distribution covered is the matrix-variate Bingham-von Mises-Fisher distribution. Most of the simulation methods are presented in Hoff(2009) ”Simulation of the Matrix Bingham-von Mises-Fisher Distribution, With Applications to Multivariate and Relational Data.” Homepage: http://cran.r-project.org/web/packages/rstiefel/index.html Source Code: https://github.com/cran/rstiefel Dependencies: R Related Software: R; Stan; movMF; NUTS; fda (R); PMTK; PyMC; BayesDA; ElemStatLearn; STRUCTURE; MALLET; UCI-ml; Bessel; slam; CLUTO; skmeans; clue; tm; HSAUR2; SPECFUN Cited in: 26 Publications all top 5 Cited by 65 Authors 3 Dunson, David Brian 3 Hoff, Peter D. 2 Berger, James Orvis 2 Jauch, Michael 2 Josse, Julie 2 Song, Chengyuan 2 Sun, Dongchu 1 Allassonnière, Stéphanie 1 Ando, Tomohiro 1 Antonio, Katrien 1 Atzberger, Paul J. 1 Bagnarosa, Guillaume 1 Bai, Jushan 1 Banerjee, Arunava 1 Byrne, Simon P. J. 1 Chowdhary, Kamaljit Kenny 1 Crossa, Jose 1 Damien, Paul 1 Denis, Jean-Baptiste 1 Duan, Leo L. 1 Durrleman, Stanley 1 Franks, Alexander M. 1 Ganeiber, Asaad M. 1 Ghanem, Roger G. 1 Girolami, Mark A. 1 Grün, Bettina 1 Hornik, Kurt 1 Husson, François 1 Jarquin, Diego 1 Jiang, Richard M. 1 Johndrow, James E. 1 Kantas, Nikolas 1 Kent, John T. 1 Koskinen, Johan H. 1 Leu, Richard 1 Lim, Lek-Heng 1 Lin, Lizhen 1 Mantoux, Clément 1 Mardia, Kanti V. 1 Marowka, Maciej 1 McNicholas, Paul D. 1 Mitra, Riten 1 Mukherjee, Sayan 1 Najm, Habib N. 1 Pal, Subhadip 1 Park, Jong-Hee 1 Pattison, Philippa E. 1 Perez-Elizalde, Sergio 1 Peters, Gareth William 1 Petzold, Linda Ruth 1 Piepho, Hans-Peter 1 Poskitt, Donald Stephen 1 Pourzanjani, Arya A. 1 Robins, Garry L. 1 Sengarapillai, Arivalzahan 1 Sengupta, Subhajit 1 Sohn, Yunkyu 1 Subedi, Sanjeena 1 Thomas, Brian St. 1 Tsilifis, Panagiotis A. 1 van Berkum, Frank 1 van Eeuwijk, Fred A. 1 Vellekoop, Michel H. 1 Verbanck, Marie 1 You, Kisung all top 5 Cited in 19 Serials 3 Journal of Computational and Graphical Statistics 3 Bayesian Analysis 2 Journal of Statistical Planning and Inference 2 Journal of Machine Learning Research (JMLR) 2 Journal of Agricultural, Biological, and Environmental Statistics 1 Journal of Computational Physics 1 Scandinavian Journal of Statistics 1 The Annals of Statistics 1 Journal of the American Statistical Association 1 Journal of Multivariate Analysis 1 Journal of Classification 1 Computational Statistics and Data Analysis 1 Bernoulli 1 European Series in Applied and Industrial Mathematics (ESAIM): Probability and Statistics 1 ASTIN Bulletin 1 Statistical Methodology 1 Statistics and Computing 1 European Series in Applied and Industrial Mathematics (ESAIM): Proceedings and Surveys 1 Proceedings of the Royal Society of London. A. Mathematical, Physical and Engineering Sciences all top 5 Cited in 7 Fields 26 Statistics (62-XX) 7 Numerical analysis (65-XX) 4 Probability theory and stochastic processes (60-XX) 2 Game theory, economics, finance, and other social and behavioral sciences (91-XX) 1 Combinatorics (05-XX) 1 Dynamical systems and ergodic theory (37-XX) 1 Computer science (68-XX) Citations by Year