{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,7,24]],"date-time":"2025-07-24T11:28:05Z","timestamp":1753356485337,"version":"3.32.0"},"reference-count":26,"publisher":"Springer Science and Business Media LLC","issue":"3","license":[{"start":{"date-parts":[[1997,9,1]],"date-time":"1997-09-01T00:00:00Z","timestamp":873072000000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["Neural Comput & Applic"],"published-print":{"date-parts":[[1997,9]]},"DOI":"10.1007\/bf01413829","type":"journal-article","created":{"date-parts":[[2005,4,3]],"date-time":"2005-04-03T14:32:24Z","timestamp":1112538744000},"page":"173-185","source":"Crossref","is-referenced-by-count":6,"title":["Multivariate density estimation: A comparative study"],"prefix":"10.1007","volume":"6","author":[{"given":"J.","family":"\u0106wik","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"J.","family":"Koronacki","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","reference":[{"key":"BF01413829_CR1","doi-asserted-by":"crossref","first-page":"149","DOI":"10.1007\/BF01414875","volume":"4","author":"J \u0106wik","year":"1996","unstructured":"\u0106wik J, Koronacki J. Probability density estimation using a Gaussian clustering algorithm. Neural Comput & Applic 1996; 4: 149\u2013160.","journal-title":"Neural Comput & Applic"},{"key":"BF01413829_CR2","doi-asserted-by":"crossref","first-page":"366","DOI":"10.1109\/72.97913","volume":"2","author":"HGC Tr\u00e5v\u00e9n","year":"1991","unstructured":"Tr\u00e5v\u00e9n HGC. A neural network approach to statistical pattern classification by semiparametric estimation of probability density functions. IEEE Trans. Neural Networks 1991; 2: 366\u2013377.","journal-title":"IEEE Trans. Neural Networks"},{"key":"BF01413829_CR3","doi-asserted-by":"crossref","first-page":"109","DOI":"10.1016\/0893-6080(90)90049-Q","volume":"3","author":"DF Specht","year":"1990","unstructured":"Specht DF. Probabilistic Neural Networks. Neural Networks 1990; 3: 109\u2013118.","journal-title":"Neural Networks"},{"key":"BF01413829_CR4","doi-asserted-by":"crossref","unstructured":"H\u00e4rdie W. Smoothing Techniques. Springer-Verlag, 1991.","DOI":"10.1007\/978-1-4612-4432-5"},{"key":"BF01413829_CR5","doi-asserted-by":"crossref","unstructured":"Scott DW. Multivariate Density Estimation: Theory, practice, and visualization. Wiley, 1992.","DOI":"10.1002\/9780470316849"},{"key":"BF01413829_CR6","first-page":"225","volume":"7","author":"SJ Sheather","year":"1992","unstructured":"Sheather SJ. The performance of six popular bandwidth selection methods on some real data sets. Comp Statist 1992; 7: 225\u2013250.","journal-title":"Comp Statist"},{"key":"BF01413829_CR7","first-page":"251","volume":"7","author":"BU Park","year":"1992","unstructured":"Park BU, Turlach BA. Practical performance of several data driven bandwidth selectors. Comp Statist 1992; 7: 251\u2013270.","journal-title":"Comp Statist"},{"key":"BF01413829_CR8","doi-asserted-by":"crossref","first-page":"153","DOI":"10.1016\/0167-9473(92)00066-Z","volume":"17","author":"R Cao","year":"1994","unstructured":"Cao R, Cuevas A, Gonzales-Manteiga W. A comparative study of several smoothing methods in density estimation. Comp Statist Data Analysis 1994; 17: 153\u2013176.","journal-title":"Comp Statist Data Analysis"},{"key":"BF01413829_CR9","first-page":"1","volume":"12","author":"Z Ciesielski","year":"1991","unstructured":"Ciesielski Z. Asymptotic nonparametric spline density estimation. Probab Math Statist 1991; 12: 1\u201324.","journal-title":"Probab Math Statist"},{"key":"BF01413829_CR10","doi-asserted-by":"crossref","first-page":"343","DOI":"10.1080\/01621459.1991.10475041","volume":"86","author":"MP Wand","year":"1991","unstructured":"Wand MP, Marron JS, Ruppert D. Transformations in density estimation. J Am Statist Assoc 1991; 86: 343\u2013353.","journal-title":"J Am Statist Assoc"},{"key":"BF01413829_CR11","doi-asserted-by":"crossref","first-page":"185","DOI":"10.1214\/aos\/1176325365","volume":"22","author":"D Ruppert","year":"1994","unstructured":"Ruppert D, Cline DBH. Bias reduction in kernel density estimation by smoothed empirical transformations. Ann Statist 1994; 22: 185\u2013210.","journal-title":"Ann Statist"},{"key":"BF01413829_CR12","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1080\/10485259208832538","volume":"2","author":"MP Wand","year":"1992","unstructured":"Wand MP. Error analysis for general multivariate kernel estimators. J Nonpar Statist 1992; 2: 1\u201315.","journal-title":"J Nonpar Statist"},{"key":"BF01413829_CR13","doi-asserted-by":"crossref","first-page":"520","DOI":"10.1080\/01621459.1993.10476303","volume":"88","author":"MP Wand","year":"1993","unstructured":"Wand MP, Jones MC. Comparison of smoothing parametrizations in bivariate kernel density estimation. J Am Statist Assoc 1993; 88: 520\u2013528.","journal-title":"J Am Statist Assoc"},{"key":"BF01413829_CR14","doi-asserted-by":"crossref","first-page":"25","DOI":"10.1007\/978-3-0348-5685-0_3","volume":"94","author":"Z Ciesielski","year":"1990","unstructured":"Ciesielski Z. Asymptotic nonparametric spline density estimation in several variables. International Studies of Numerical Mathematics, Birkhauser, 1990; 94: 25\u201353.","journal-title":"International Studies of Numerical Mathematics, Birkhauser"},{"key":"BF01413829_CR15","doi-asserted-by":"crossref","first-page":"509","DOI":"10.1111\/j.2517-6161.1993.tb01919.x","volume":"55","author":"F O'Sullivan","year":"1993","unstructured":"O'Sullivan F, Pawitan Y. Multidimensional density estimation by tomography. J R Statist Soc B 1993; 55: 509\u2013521.","journal-title":"J R Statist Soc B"},{"key":"BF01413829_CR16","doi-asserted-by":"crossref","first-page":"807","DOI":"10.1080\/01621459.1994.10476814","volume":"89","author":"S Sain","year":"1994","unstructured":"Sain S, Baggerly K, Scott DW. Cross-validation of multivariate densities. J Am Statist Assoc 1994; 89: 807\u2013817.","journal-title":"J Am Statist Assoc"},{"key":"BF01413829_CR17","first-page":"97","volume":"9","author":"MP Wand","year":"1994","unstructured":"Wand MP, Jones MC. Multivariate plug-in bandwidth selection. Comp Statist 1994; 9: 97\u2013116.","journal-title":"Comp Statist"},{"key":"BF01413829_CR18","doi-asserted-by":"crossref","first-page":"257","DOI":"10.1111\/j.2517-6161.1984.tb01296.x","volume":"46","author":"DM Titterington","year":"1984","unstructured":"Titterington DM. Recursive parameter estimation using incomplete data. JR Statist Soc B 1984; 46: 257\u2013267.","journal-title":"JR Statist Soc B"},{"key":"BF01413829_CR19","doi-asserted-by":"crossref","first-page":"683","DOI":"10.1111\/j.2517-6161.1991.tb01857.x","volume":"53","author":"SJ Sheather","year":"1991","unstructured":"Sheather SJ, Jones MC. A reliable data-based bandwidth selection method for kernel density estimation. J Roy Statist Soc B 1991; 53: 683\u2013690.","journal-title":"J Roy Statist Soc B"},{"key":"BF01413829_CR20","unstructured":"Wand MP, Jones MC. Comparison of smoothing parameterizations in bivariate kernel density estimation. Technical Report, Department of Statistics, Rice University, 1991."},{"key":"BF01413829_CR21","doi-asserted-by":"crossref","unstructured":"\u0106wik J and J Koronacki, A combined adaptivemixtures\/plug-in estimator of multivariate probability densities. Comp Statist Data Analysis 1997 (to appear).","DOI":"10.1016\/S0167-9473(97)00032-7"},{"key":"BF01413829_CR22","doi-asserted-by":"crossref","first-page":"599","DOI":"10.1080\/01621459.1984.10478086","volume":"79","author":"JH Friedman","year":"1984","unstructured":"Friedman JH, Stuetzle W, Schroeder A. Projection pursuit density estimation. Am Statist Assoc 1984; 79: 599\u2013608.","journal-title":"Am Statist Assoc"},{"key":"BF01413829_CR23","doi-asserted-by":"crossref","first-page":"249","DOI":"10.1080\/01621459.1987.10478427","volume":"82","author":"JH Friedman","year":"1987","unstructured":"Friedman JH. Exploratory projection pursuit. J Am Statist Assoc 1987; 82: 249\u2013266.","journal-title":"J Am Statist Assoc"},{"key":"BF01413829_CR24","doi-asserted-by":"crossref","first-page":"435","DOI":"10.1214\/aos\/1176349519","volume":"13","author":"PJ Huber","year":"1985","unstructured":"Huber PJ. Projection pursuit. Ann Statist 1985; 13: 435\u2013475.","journal-title":"Ann Statist"},{"key":"BF01413829_CR25","doi-asserted-by":"crossref","first-page":"796","DOI":"10.1080\/01621459.1994.10476813","volume":"89","author":"CE Priebe","year":"1994","unstructured":"Priebe CE. Adaptive mixtures. J Am Statist Assoc 1994; 89: 796\u2013806.","journal-title":"J Am Statist Assoc"},{"key":"BF01413829_CR26","doi-asserted-by":"crossref","unstructured":"Silverman BW. Density Estimation for Statistics and Data Analysis. Chapman & Hall, 1986.","DOI":"10.1007\/978-1-4899-3324-9"}],"container-title":["Neural Computing & Applications"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/BF01413829.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/article\/10.1007\/BF01413829\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/BF01413829","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,12,30]],"date-time":"2024-12-30T18:08:10Z","timestamp":1735582090000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/BF01413829"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[1997,9]]},"references-count":26,"journal-issue":{"issue":"3","published-print":{"date-parts":[[1997,9]]}},"alternative-id":["BF01413829"],"URL":"https:\/\/doi.org\/10.1007\/bf01413829","relation":{},"ISSN":["0941-0643","1433-3058"],"issn-type":[{"type":"print","value":"0941-0643"},{"type":"electronic","value":"1433-3058"}],"subject":[],"published":{"date-parts":[[1997,9]]}}}