SigClust swMATH ID: 12175 Software Authors: Hanwen Huang, Yufeng Liu; J. S. Marron Description: sigclust: Statistical Significance of Clustering. SigClust is a statistical method for testing the significance of clustering results. SigClust can be applied to assess the statistical significance of splitting a data set into two clusters. For more than two clusters, SigClust can be used iteratively. Homepage: http://cran.r-project.org/web/packages/sigclust/index.html Source Code: https://github.com/cran/SigClust Dependencies: R Related Software: pvclust; ElemStatLearn; AdaBoost.MH; gss; SDPT3; uclust; OpenFace; LFW; TheCommitteeMachine; DAVID; glmnet; silvermantest; dip; silverman; diptest; multimode; SAS/STAT; SAS; SAS/IML; bootstrap Cited in: 18 Publications all top 5 Cited by 39 Authors 3 Huang, Hanwen 3 Liu, Yufeng 3 Marron, James Stephen 2 Cybis, Gabriela Bettella 2 Hayes, David Neil 2 Nobel, Andrew B. 2 Qiao, Xingye 2 Valk, Marcio 2 Yang, Qinglong 1 Aoshima, Makoto 1 Brownstein, Naomi C. 1 Bruzzese, Dario 1 Chen, Guanhua 1 Dittmer, D. P. 1 Dong, Ping 1 Fischer, Jonathan 1 Hand, David J. 1 Hennig, Christian 1 Kosorok, Michael R. 1 Krzanowski, Wojtek Janusz 1 Lee, Kyeongeun 1 Lee, Myung Hee 1 Lee, Shinjae 1 Lee, Sungim 1 Lim, Johan 1 Lin, Lu 1 Lopes, Sílvia R. C. 1 Lu, Qiyi 1 Nakayama, Yugo 1 Neville, Zachariah 1 Park, Heon Jin 1 Shen, Dinggang 1 Song, Yun S. 1 Song, Yunquan 1 Vistocco, Domenico 1 Wang, Miaoyan 1 Xiong, Jie 1 Yata, Kazuyoshi 1 Zhang, Lingsong all top 5 Cited in 11 Serials 4 Journal of Statistical Computation and Simulation 2 Journal of Multivariate Analysis 2 Journal of Statistical Mechanics: Theory and Experiment 2 The Annals of Applied Statistics 1 Journal of the American Statistical Association 1 Journal of Statistical Planning and Inference 1 Journal of Classification 1 Computational Statistics and Data Analysis 1 Journal of Machine Learning Research (JMLR) 1 Statistical Analysis and Data Mining 1 Journal of Computational and Graphical Statistics Cited in 5 Fields 17 Statistics (62-XX) 4 Computer science (68-XX) 1 Linear and multilinear algebra; matrix theory (15-XX) 1 Statistical mechanics, structure of matter (82-XX) 1 Biology and other natural sciences (92-XX) Citations by Year