Hastie, T, Tibshirani, R (1986) Generalized additive models. Stat. Sci. 1: pp. 297-318Hastie, T., and R. Tibshirani. 1986 . Generalized additive models . Statistical Science 1 : 297 – 310 .Hastie, T. J. and Tibshirani, R. J. (1986). Generalized additive models (with discussion)...
Generalized additive models (with discussion) Generalized Additive Models. By T. J. Hastie and R. J. Tibshirani. ISBN 0 412 34390. Chapman and Hall, London, 1990. 336 pp. 25.00. T Hastie,R Tibshirani - 《Statistical Science》 被引量: 384发表: 1986年 Additive Models, Boosting, and Infer...
6.1.4 A model with two factors 281 6.1.5 Discussion 286 6.2 Linear mixed models in general 287 6.2.1 Estimation of linear mixed models 288 6.2.2 Directly maximizing a mixed model likelihood in R 289 6.2.3 Inference with linear mixed models 290 Fixed effects 290 Inference about the random ...
Generalized additive models have the the form η(x)=α+Σfj(Xj), where η might be the regression function in a multiple regression, or the logistic transformation of the posterior probability p(y=l/x) in logistic regression. In fact, these models generalize the whole family of GLIM models...
Ecological Forecasting with Dynamic GAMs; a tutorial and detailed case study How to interpret and report nonlinear effects from Generalized Additive Models Phylogenetic smoothing using mgcv Incorporating time-varying seasonality in forecast models Please also feel free to use the mvgam Discussion Board to...
Additive and generalized additive models: A survey 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 proc... MG Schimek,B.A. Turlach - 《Sfb Discussion Papers》 被引量: 57发表: 1998年 Semi...
Using generalized additive models to decompose time series and waveforms, and dissect heart-lung interaction physiology. J Clin Monit Comput. 2023;37(1):165–77. Article PubMed Google Scholar Mundo AI, Tipton JR, Muldoon TJ. Generalized additive models to analyze nonlinear trends in biomedical ...
A Market Basket Analysis Conducted with a Multivariate Logit Model interdependencies could lead to biased parameter estimates, models shouldinclude and estimate the utility function, eg a generalized additive model approach (... Y Boztug,L Hildebrandt - 《Sfb Discussion Papers》 被引量: 29发表: 200...
By extending the BIC to additive models with identity/trivial link, an asymptotically consistent BIC approach for variable selection is proposed. Our procedures are examined in simulations for its theoretical accuracy and performance, and used to forecast the default probability of listed Japanese ...
A subtype of GAMs, Multiple additive regression (MARS) discussion:Feature request: Implement MARS#845 MARS pull request[WIP] Earth (MARS)#2285 Has there been any update on creating these libraries? 👍7arose13, amueller, vnmabus, mysterious-ben, UnixJunkie, yonil7, and rmallof reacted with...