pdfCluster swMATH ID: 14640 Software Authors: Azzalini, A., Menardi, G., Rosolin, T. Description: R package pdfCluster: Cluster analysis via nonparametric density estimation. The package performs cluster analysis via nonparametric density estimation. Operationally, the kernel method is used throughout to estimate the density. Diagnostics methods for evaluating the quality of the clustering are available. The package includes also a routine to estimate the probability density function obtained by the kernel method, given a set of data with arbitrary dimensions. Homepage: https://cran.r-project.org/web/packages/pdfCluster/index.html Source Code: https://github.com/cran/pdfCluster Dependencies: R Related Software: R; mclust; clusfind; UCI-ml; AS 136; fpc; cluster (R); Rmixmod; igraph; mixsmsn; CEC; movMF; PRMLT; clustMD; kamila; KernSmooth; geometry; flexmix; CRAN Task Views; mixture Cited in: 19 Publications Standard Articles 1 Publication describing the Software Year Clustering Via Nonparametric Density Estimation: the R Package pdfCluster Adelchi Azzalini, Giovanna Menardi 2013 all top 5 Cited by 33 Authors 4 Menardi, Giovanna 2 Azzalini, Adelchi 2 Wang, Yong 1 Amiri, Leila 1 Andrade Santos, Sandrina Rafaela 1 Diquigiovanni, Jacopo 1 Dixit, Anand 1 Foss, Alex 1 Ganjali, Mojtaba 1 Heching, Aliza 1 Hofmeyr, David P. 1 Hu, Shengwei 1 Khazaei, Mojtaba 1 Khouja, Rima 1 Kleina, M. 1 Lin, Lin 1 Markatou, Marianthi 1 Matioli, Luiz Carlos 1 Mattei, Pierre-Alexandre 1 Migliorati, Sonia 1 Monti, Gianna S. 1 Mourrain, Bernard 1 Ongaro, Andrea 1 Ray, Bonnie K. 1 Roy, Vivekananda 1 Scaldelai, D. 1 Scarpa, Bruno 1 Scrucca, Luca 1 Syed, Mujahid N. 1 Tonellato, Stefano F. 1 Torelli, Nicola 1 Wang, Xuxu 1 Whitfield, Paul H. all top 5 Cited in 13 Serials 4 Statistics and Computing 2 Journal of Statistical Computation and Simulation 2 Computational Statistics and Data Analysis 2 Journal of Applied Statistics 1 Journal of Symbolic Computation 1 Machine Learning 1 Computational Statistics 1 Communications in Statistics. Simulation and Computation 1 Annals of Mathematics and Artificial Intelligence 1 Statistical Modelling 1 Journal of Machine Learning Research (JMLR) 1 Statistical Analysis and Data Mining 1 Journal of Computational and Graphical Statistics all top 5 Cited in 8 Fields 19 Statistics (62-XX) 3 Computer science (68-XX) 1 Algebraic geometry (14-XX) 1 Convex and discrete geometry (52-XX) 1 Probability theory and stochastic processes (60-XX) 1 Numerical analysis (65-XX) 1 Operations research, mathematical programming (90-XX) 1 Game theory, economics, finance, and other social and behavioral sciences (91-XX) Citations by Year