Statistics Toolbox swMATH ID: 10157 Software Authors: MathWorks Description: Statistics Toolbox™ provides statistical and machine learning algorithms and tools for organizing, analyzing, and modeling data. You can use regression or classification for predictive modeling, generate random numbers for Monte Carlo simulations, use statistical plots for exploratory data analysis, and perform hypothesis tests. For analyzing multidimensional data, Statistics Toolbox includes algorithms that let you identify key variables that impact your model with sequential feature selection, transform your data with principal component analysis, apply regularization and shrinkage, or use partial least squares regression. The toolbox provides supervised and unsupervised machine learning algorithms, including support vector machines (SVMs), boosted and bagged decision trees, k-means and hierarchical clustering, k-nearest neighbor search, Gaussian mixtures, and hidden Markov models. Homepage: http://www.mathworks.com/products/statistics/index.html?s_tid=gn_loc_drop Dependencies: Matlab Related Software: Matlab; MBoxtest; Tcodes; sg_min; LDR; envlp; NMFN; NMF DTU Toolbox; libNMF; NMF; ARPACK; BLAS; LAPACK; R; Spline Toolbox; numerical integration toolbox; Ezimplot3; Decision tree for optimization software; Genetic Algorithm and Direct Search Toolbox; Optimization Toolbox Referenced in: 15 Publications all top 5 Referenced by 32 Authors 2 Baron, Michael I. 2 Martinez, Wendy L. 1 Boutalis, Yiannis S. 1 Chen, Yangquan 1 Cho, Moon Jung 1 Cohen, Adam E. 1 Cohen, Joel E. 1 Date, Paresh M. 1 Ferger, Dietmar 1 Gansterer, Wilfried N. 1 Gonzalez, Andrew 1 Janecek, Andreas 1 Karras, Dimitris A. 1 Kim, Jin Seon 1 Livni, Haim 1 Livni, Joseph 1 Martinez, Angel R. 1 Mertzios, Basil G. 1 Mitra, Sovan 1 Newman, Charles Michael 1 Papakostas, George A. 1 Park, Eunsug 1 Petchey, Owen L. 1 Pham, Huy Nguyen Anh 1 Rilett, Laurence R. 1 Rutherford, Brian M. 1 Schulze Grotthoff, Stefan 1 Spiegelman, Clifford H. 1 Triantaphyllou, Evangelos 1 Venz, John 1 Xue, Dingyu 1 Yum, Bong-Jin all top 5 Referenced in 10 Serials 2 Chapman & Hall/CRC Computer Science & Data Analysis Series 1 Computer Methods in Applied Mechanics and Engineering 1 Physica A 1 Applied Mathematics and Computation 1 Journal of Computational and Applied Mathematics 1 Kybernetika 1 Circuits, Systems, and Signal Processing 1 Computers & Operations Research 1 Computational Statistics and Data Analysis 1 Computing and Informatics all top 5 Referenced in 12 Fields 10 Statistics (62-XX) 4 Probability theory and stochastic processes (60-XX) 4 Numerical analysis (65-XX) 3 General and overarching topics; collections (00-XX) 2 Computer science (68-XX) 2 Operations research, mathematical programming (90-XX) 1 Linear and multilinear algebra; matrix theory (15-XX) 1 Harmonic analysis on Euclidean spaces (42-XX) 1 Mechanics of deformable solids (74-XX) 1 Game theory, economics, finance, and other social and behavioral sciences (91-XX) 1 Biology and other natural sciences (92-XX) 1 Information and communication theory, circuits (94-XX) Referencing Publications by Year