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Volumn 98, Issue 1, 2011, Pages 225-230

Data-driven selection of the spline dimension in penalized spline regression

Author keywords

Knot selection; Maximum likelihood; Mixed model; Nonparametric regression

Indexed keywords


EID: 79952127443     PISSN: 00063444     EISSN: 14643510     Source Type: Journal    
DOI: 10.1093/biomet/asq081     Document Type: Article
Times cited : (22)

References (10)
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  • 3
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    • DOI 10.1016/j.jspi.2003.09.023, PII S0378375803003124
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    • (2005) Journal of Statistical Planning and Inference , vol.127 , Issue.1-2 , pp. 53-69
    • Kauermann, G.1
  • 4
    • 62849127605 scopus 로고    scopus 로고
    • Some asymptotic results on generalized penalized spline smoothing
    • KAUERMANN, G.,KRIVOBOKOVA, T. & FAHRMEIR, L. (2009). Some asymptotic results on generalized penalized spline smoothing. J. R. Statist. Soc. B 71, 487-503.
    • (2009) J. R. Statist. Soc. B , vol.71 , pp. 487-503
    • Kauermann, G.1    Krivobokova, T.2    Fahrmeir, L.3
  • 5
    • 44849098150 scopus 로고    scopus 로고
    • On the asymptotics of penalized splines
    • DOI 10.1093/biomet/asn010
    • LI, Y. & RUPPERT, D. (2008). On the asymptotics of penalized splines. Biometrika 95, 415-36. (Pubitemid 351797218)
    • (2008) Biometrika , vol.95 , Issue.2 , pp. 415-436
    • Li, Y.1    Ruppert, D.2
  • 6
    • 0036921633 scopus 로고    scopus 로고
    • Selecting the number of knots for penalized splines
    • DOI 10.1198/106186002321018768
    • RUPPERT, D. (2002). Selecting the number of knots for penalized splines. J. Comp. Graph. Statist. 11, 735-57. (Pubitemid 36047103)
    • (2002) Journal of Computational and Graphical Statistics , vol.11 , Issue.4 , pp. 735-757
    • Ruppert, D.1
  • 8
    • 77956888303 scopus 로고
    • Estimation in generalized linear models with random effects
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    • Schall, R.1
  • 10
    • 47249158963 scopus 로고    scopus 로고
    • On semiparametric regression with O'Sullivan penalized splines
    • WAND, M. & ORMEROD, J. (2008). On semiparametric regression with O'Sullivan penalized splines. Aust. New Zeal. J. Statist. 50, 179-98.
    • (2008) Aust. New Zeal. J. Statist. , vol.50 , pp. 179-198
    • Wand, M.1    Ormerod, J.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.