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Generalized additive models for medical research
Statistical Methods in Medical Research, 1995This article reviews flexible statistical methods that are useful for characterizing the effect of potential prognostic factors on disease endpoints. Applications to survival models and binary outcome models are illustrated.
T, Hastie, R, Tibshirani
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Additive and generalized additive models: A survey [PDF]
This paper is the attempt to summarize the state of art in additive and generalized additive models (GAM). The emphasis is on approaches and numerical procedures which have emerged since the monograph of Hastie and Tibshirani (1990) although reconsidering certain aspects of their work.
Schimek, Michael G., Turlach, Berwin A.
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Generalized Additive Models: An Introduction With R
Technometrics, 2007(2007). Generalized Additive Models: An Introduction With R. Technometrics: Vol. 49, No. 3, pp. 360-361.
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A generalized additive Tobit model
Empirical Economics, 2003This paper proposes a semi-parametric approach to estimation in Tobit models. A generalized additive Tobit model of residential local long distance (intra-LATA) telephone demand is estimated on a cross-section of residential telephone consumers across twenty-eight states. While past studies of telecommunications demand have used fully parametric models,
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Journal of the American Statistical Association, 1991
Robert A. Koyak +2 more
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Robert A. Koyak +2 more
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Scalable Visualization Methods for Modern Generalized Additive Models
Journal of Computational and Graphical Statistics, 2020Matteo Fasiolo +2 more
exaly
Generalized additive models [PDF]
Patrick Royston, Gareth Ambler
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