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Direct generalized additive modeling with penalized likelihood

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  • Marx, Brian D.
  • Eilers, Paul H. C.
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    File URL: http://www.sciencedirect.com/science/article/B6V8V-3V49W2M-5/2/536b9fa380a64d9efa92db8d185989dd
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    Bibliographic Info

    Article provided by Elsevier in its journal Computational Statistics & Data Analysis.

    Volume (Year): 28 (1998)
    Issue (Month): 2 (August)
    Pages: 193-209

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    Handle: RePEc:eee:csdana:v:28:y:1998:i:2:p:193-209

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    Web page: http://www.elsevier.com/locate/csda

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    Cited by:
    1. Hazelton, Martin L. & Turlach, Berwin A., 2011. "Semiparametric regression with shape-constrained penalized splines," Computational Statistics & Data Analysis, Elsevier, vol. 55(10), pages 2871-2879, October.
    2. K. W. De Bock & K. Coussement & D. Van Den Poel, 2009. "Ensemble classification based on generalized additive models," Working Papers of Faculty of Economics and Business Administration, Ghent University, Belgium 09/625, Ghent University, Faculty of Economics and Business Administration.
    3. Baccini, Michela & Biggeri, Annibale & Lagazio, Corrado & Lertxundi, Aitana & Saez, Marc, 2007. "Parametric and semi-parametric approaches in the analysis of short-term effects of air pollution on health," Computational Statistics & Data Analysis, Elsevier, vol. 51(9), pages 4324-4336, May.
    4. Schmid, Matthias & Hothorn, Torsten, 2008. "Boosting additive models using component-wise P-Splines," Computational Statistics & Data Analysis, Elsevier, vol. 53(2), pages 298-311, December.
    5. Dae-Jin Lee & Maria Durban, 2009. "P-spline anova-type interaction models for spatio-temporal smoothing," Statistics and Econometrics Working Papers ws093312, Universidad Carlos III, Departamento de Estadística y Econometría.
    6. Strasak, Alexander M. & Umlauf, Nikolaus & Pfeiffer, Ruth M. & Lang, Stefan, 2011. "Comparing penalized splines and fractional polynomials for flexible modelling of the effects of continuous predictor variables," Computational Statistics & Data Analysis, Elsevier, vol. 55(4), pages 1540-1551, April.
    7. Christian T. Brownlees & Giampiero Gallo, 2008. "Comparison of Volatility Measures: a Risk Management Perspective," Econometrics Working Papers Archive wp2008_03, Universita' degli Studi di Firenze, Dipartimento di Statistica "G. Parenti".
    8. Muggeo, Vito M.R. & Ferrara, Giancarlo, 2008. "Fitting generalized linear models with unspecified link function: A P-spline approach," Computational Statistics & Data Analysis, Elsevier, vol. 52(5), pages 2529-2537, January.
    9. Aldrin, Magne, 2006. "Improved predictions penalizing both slope and curvature in additive models," Computational Statistics & Data Analysis, Elsevier, vol. 50(2), pages 267-284, January.
    10. Claeskens, Gerda & Kauermann, G & Opsomer, JD, 2006. "Bootstrapping for penalized spline regression," Open Access publications from Katholieke Universiteit Leuven urn:hdl:123456789/121092, Katholieke Universiteit Leuven.
    11. Lee, Dae-Jin & Durbán, María, 2009. "Smooth-CAR mixed models for spatial count data," Computational Statistics & Data Analysis, Elsevier, vol. 53(8), pages 2968-2979, June.
    12. I. Gijbels & I. Prosdocimi & G. Claeskens, 2010. "Nonparametric estimation of mean and dispersion functions in extended generalized linear models," TEST: An Official Journal of the Spanish Society of Statistics and Operations Research, Springer, vol. 19(3), pages 580-608, November.
    13. Roca-Pardinas, Javier & Cadarso-Suarez, Carmen & Tahoces, Pablo G. & Lado, Maria J., 2008. "Assessing continuous bivariate effects among different groups through nonparametric regression models: An application to breast cancer detection," Computational Statistics & Data Analysis, Elsevier, vol. 52(4), pages 1958-1970, January.
    14. Belitz, Christiane & Lang, Stefan, 2008. "Simultaneous selection of variables and smoothing parameters in structured additive regression models," Computational Statistics & Data Analysis, Elsevier, vol. 53(1), pages 61-81, September.
    15. Andreas Brezger & Stefan Lang, 2007. "Simultaneous probability statements for Bayesian P-splines," Working Papers 2007-08, Faculty of Economics and Statistics, University of Innsbruck.
    16. Avalos, Marta & Grandvalet, Yves & Ambroise, Christophe, 2007. "Parsimonious additive models," Computational Statistics & Data Analysis, Elsevier, vol. 51(6), pages 2851-2870, March.
    17. Brezger, Andreas & Lang, Stefan, 2006. "Generalized structured additive regression based on Bayesian P-splines," Computational Statistics & Data Analysis, Elsevier, vol. 50(4), pages 967-991, February.
    18. Dae-Jin Lee & Maria Durban, 2008. "Smooth-car mixed models for spatial count data," Statistics and Econometrics Working Papers ws085820, Universidad Carlos III, Departamento de Estadística y Econometría.

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