mlegp swMATH ID: 8213 Software Authors: Garrett M. Dancik Description: R package mlegp: Maximum Likelihood Estimates of Gaussian Processes. Maximum likelihood Gaussian process modeling for univariate and multi-dimensional outputs with diagnostic plots. Contact the maintainer for a package version that implements sensitivity analysis functionality. Homepage: http://cran.r-project.org/web/packages/mlegp/index.html Source Code: https://github.com/cran/mlegp Dependencies: R Related Software: R; tgp; DiceKriging; GPfit; lhs; laGP; DiceOptim; EGO; CRAN; geoR; fields; gss; Matlab; GPy; KrigInv; colorspace; RandomFields; fda (R); gstat; mvtnorm Cited in: 13 Publications all top 5 Cited by 32 Authors 3 Wang, Wenjia 2 Haaland, Benjamin 1 Ankenman, Bruce E. 1 Beck, Joakim 1 Chen, Daijun 1 Deardon, Rob 1 Erickson, Collin B. 1 García-Donato, Gonzalo 1 Ginsbourger, David 1 Guillas, Serge 1 Haaland, Ben 1 Huang, Chaofan 1 Lin, Chunfang Devon 1 Lively, Ryan P. 1 Losego, Mark D. 1 Maheshwari, Vaibhav 1 McGuinness, Emily K. 1 Palomo, Jesus 1 Paulo, Rui 1 Picheny, Victor 1 Plumlee, Matthew 1 Pokharel, Gyanendra 1 Qian, Peter Z. G. 1 Ranjan, Pritam 1 Regier, Jeffrey C. 1 Ren, Yi 1 Roshan Joseph, V. 1 Sanchez, Susan M. 1 Stark, Philip B. 1 Sung, Chih-Li 1 Wei, Yunfei 1 Xiong, Shifeng all top 5 Cited in 10 Serials 3 SIAM/ASA Journal on Uncertainty Quantification 2 Computational Statistics and Data Analysis 1 The Canadian Journal of Statistics 1 The Annals of Statistics 1 Journal of the American Statistical Association 1 Communications in Statistics. Theory and Methods 1 European Journal of Operational Research 1 Optimization and Engineering 1 Journal of Statistical Theory and Practice 1 Electronic Journal of Statistics all top 5 Cited in 9 Fields 12 Statistics (62-XX) 5 Numerical analysis (65-XX) 4 Probability theory and stochastic processes (60-XX) 2 Computer science (68-XX) 1 Combinatorics (05-XX) 1 Approximations and expansions (41-XX) 1 Calculus of variations and optimal control; optimization (49-XX) 1 Geophysics (86-XX) 1 Biology and other natural sciences (92-XX) Citations by Year