{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,1,29]],"date-time":"2025-01-29T22:40:01Z","timestamp":1738190401647,"version":"3.34.0"},"reference-count":18,"publisher":"Springer Science and Business Media LLC","issue":"2","license":[{"start":{"date-parts":[[2008,4,26]],"date-time":"2008-04-26T00:00:00Z","timestamp":1209168000000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["Stat Methods Appl"],"published-print":{"date-parts":[[2009,7]]},"DOI":"10.1007\/s10260-008-0098-4","type":"journal-article","created":{"date-parts":[[2008,4,25]],"date-time":"2008-04-25T14:45:16Z","timestamp":1209134716000},"page":"293-304","source":"Crossref","is-referenced-by-count":3,"title":["Statistical models for e-learning data"],"prefix":"10.1007","volume":"18","author":[{"given":"Silvia","family":"Figini","sequence":"first","affiliation":[]},{"given":"Paolo","family":"Giudici","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2008,4,26]]},"reference":[{"key":"98_CR1","volume-title":"Applied smoothing techniques for data analysis","author":"A Azzalini","year":"1997","unstructured":"Azzalini A, Bowman AW (1997) Applied smoothing techniques for data analysis. Oxford Statistical Science Series, Oxford"},{"key":"98_CR2","doi-asserted-by":"crossref","first-page":"890","DOI":"10.1214\/aos\/1176349156","volume":"21","author":"S Bjerve","year":"1993","unstructured":"Bjerve S, Doksum K (1993) Correlation curves measures of association as functions of covariate values. Ann Stat 21: 890\u2013902","journal-title":"Ann Stat"},{"key":"98_CR3","doi-asserted-by":"crossref","first-page":"353","DOI":"10.1093\/biomet\/71.2.353","volume":"711","author":"AW Bowman","year":"1984","unstructured":"Bowman AW (1984) An alternative method of cross validation for the smoothing of density estimates. Biometrika 711: 353\u2013360","journal-title":"Biometrika"},{"key":"98_CR4","doi-asserted-by":"crossref","first-page":"571","DOI":"10.1080\/01621459.1994.10476782","volume":"89","author":"K Doksum","year":"1994","unstructured":"Doksum K, Blyth S, Bradlow E, Meng XL, Zhao H (1994) Correlation curves as local measures of variance explained by regression. J Am Stat Assoc 89: 571\u2013582","journal-title":"J Am Stat Assoc"},{"key":"98_CR5","volume-title":"Local polynomial modelling and Ist applications","author":"J Fan","year":"1996","unstructured":"Fan J, Gijbels I (1996) Local polynomial modelling and Ist applications. Chapman Hall, London"},{"key":"98_CR6","volume-title":"Applied data mining","author":"P Giudici","year":"2003","unstructured":"Giudici P (2003) Applied data mining. Wiley, London"},{"key":"98_CR7","doi-asserted-by":"crossref","DOI":"10.1007\/978-1-4899-4473-3","volume-title":"Nonparametric regression and generalized linear models: a roughness penality approach","author":"PJ Green","year":"1994","unstructured":"Green PJ, Silverman BW (1994) Nonparametric regression and generalized linear models: a roughness penality approach. Chapman Hall, London"},{"key":"98_CR8","volume-title":"Generalized additive models","author":"TJ Hastie","year":"1990","unstructured":"Hastie TJ, Tibshirani RJ (1990) Generalized additive models. Chapman Hall, London"},{"key":"98_CR9","doi-asserted-by":"crossref","first-page":"401","DOI":"10.1080\/01621459.1996.10476701","volume":"91","author":"MC Jones","year":"1996","unstructured":"Jones MC, Marron JS, Sheather SJ (1996) A brief survey of bandwidth selection for density estimation. J Am Stat Assoc 91: 401\u2013407","journal-title":"J Am Stat Assoc"},{"key":"98_CR10","doi-asserted-by":"crossref","first-page":"832","DOI":"10.1214\/aoms\/1177728190","volume":"27","author":"M Rosenblatt","year":"1956","unstructured":"Rosenblatt M (1956) Remarks on some noparametric estimates of a density function. Ann Math Stat 27: 832\u2013837","journal-title":"Ann Math Stat"},{"key":"98_CR11","first-page":"65","volume":"9","author":"M Rudemo","year":"1982","unstructured":"Rudemo M (1982) Empirical choice of histograms and kernel density estimators. Scand J Stat 9: 65\u201378","journal-title":"Scand J Stat"},{"key":"98_CR12","doi-asserted-by":"crossref","DOI":"10.1002\/9780470316849","volume-title":"Multivariate density estimation: theory, practice and visualisation","author":"DW Scott","year":"1992","unstructured":"Scott DW (1992) Multivariate density estimation: theory, practice and visualisation. Wiley, New York"},{"key":"98_CR13","doi-asserted-by":"crossref","first-page":"1131","DOI":"10.1080\/01621459.1987.10478550","volume":"82","author":"DW Scott","year":"1987","unstructured":"Scott DW, Terrell G (1987) Biased and unbiased cross validation in density estimation. J Am Stat Assoc 82: 1131\u20131146","journal-title":"J Am Stat Assoc"},{"key":"98_CR14","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 (1991) A reliable data based bandwidth selection method for kernel density estimation. J R Stat Soc Ser B 53: 683\u2013690","journal-title":"J R Stat Soc Ser B"},{"key":"98_CR15","doi-asserted-by":"crossref","DOI":"10.1007\/978-1-4612-4026-6","volume-title":"Smoothing methods in statistics","author":"JS Simonoff","year":"1996","unstructured":"Simonoff JS (1996) Smoothing methods in statistics. Springer, New York"},{"key":"98_CR16","doi-asserted-by":"crossref","first-page":"111","DOI":"10.1111\/j.2517-6161.1974.tb00994.x","volume":"36","author":"MA Stone","year":"1974","unstructured":"Stone MA (1974) Cross validatory choice and assessment of statistical predictions. J R Stat Soc Ser B 36: 111\u2013147","journal-title":"J R Stat Soc Ser B"},{"key":"98_CR17","first-page":"111","volume":"36","author":"CC Taylor","year":"1989","unstructured":"Taylor CC (1989) Boostrap choice of the smoothing parameter in kernel density estimation. Biometrika 36: 111\u2013147","journal-title":"Biometrika"},{"key":"98_CR18","doi-asserted-by":"crossref","DOI":"10.1007\/978-1-4899-4493-1","volume-title":"Kernel smoothing","author":"MP Wand","year":"1995","unstructured":"Wand MP, Jones MC (1995) Kernel smoothing. Chapman Hall, London"}],"container-title":["Statistical Methods and Applications"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s10260-008-0098-4.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/article\/10.1007\/s10260-008-0098-4\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s10260-008-0098-4","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,1,29]],"date-time":"2025-01-29T22:26:03Z","timestamp":1738189563000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/s10260-008-0098-4"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2008,4,26]]},"references-count":18,"journal-issue":{"issue":"2","published-print":{"date-parts":[[2009,7]]}},"alternative-id":["98"],"URL":"https:\/\/doi.org\/10.1007\/s10260-008-0098-4","relation":{},"ISSN":["1618-2510","1613-981X"],"issn-type":[{"type":"print","value":"1618-2510"},{"type":"electronic","value":"1613-981X"}],"subject":[],"published":{"date-parts":[[2008,4,26]]}}}