Generalized Additive Models_an introduction with R 热度: Generalized Additive Models Hastie And Tibshirani 1990 热度: A case study on using generalized additive models to … 热度: GeneralizedAdditiveMixedModels Initialdata-exploratoryanalysisusingscatterplotsindicatedanonlineardependenceoftheresponseonpredictorvari...
(so called mixed effects models) would be more appropriate. In the present study, observations were collected from the same individuals over time. It is reasonable to assume that correlations exist among the observations from the same individual, so we utilized generalized additive mixed models ...
generalized linear mixed models: backfitting: penalized marginal likelihoodsmooth splineFollowing the extension from linear mixed models to additive mixed models, extension from generalized linear mixed models to generalized additive mixed models is made, Algorithms are developed to compute the MLE''s of ...
R-package: Bayesian variable selection, model choice, and regularized estimation for (spatial) generalized additive mixed regression models via stochastic search variable selection with spike-and-slab priors. - fabian-s/spikeSlabGAM
III.G Generalized Additive Models Recent research in computer-intensive statistics has developed methods for additive modeling that extend the linear regression model. These generalized additive models enable the practitioner to fit a flexible family of nonlinear functions. The simplest generalized additive ...
Texts in Statistical Science(共72册),这套丛书还有 《The Theory of Linear Models》《Generalized Linear Mixed Models》《Bayesian Data Analysis (3/e)》《A Course in Large Sample Theory》《Linear Models with R》等。 我来说两句 短评 ··· ( 全部2 条 ) 热门 0 有用 我是坏人 2015-07-...
6.3 Linear mixed models in R 297 6.3.1 Tree Growth: an example using lme 298 6.3.2 Several levels of nesting 303 6.4 Generalized linear mixed models 303 6.5 GLMMs with R 305 6.6 Generalized Additive Mixed Models 309 x CONTENTS 6.6.1 Smooths as mixed model components 309 6.6.2 Inference ...
广义线性混合模型(Generalized Linear Mixed Models)更快速的性能(Faster Performance) 与服务器的接驳(Statistics port… blog.163.com|基于50个网页 2. 一般线性模型 一般线性模型(Generalized Linear Mixed Models) –在Advanced Statistics模组为预测非线性结果建立更精确的模型。 更快的效 … ...
data-science machine-learning statistics regression statistical-models generalized-additive-models Updated Aug 5, 2024 Julia LCBC-UiO / galamm Star 27 Code Issues Pull requests An R package for estimating generalized additive mixed models with latent variables latent-variable-models hierarchical-mode...
作者:Simon N. Wood 出版社:Chapman and Hall/CRC 出版时间:2017-00-00 印刷时间:0000-00-00 页数:496 ISBN:9781498728331 ,购买预订 Generalized Additive Models: An Introduction with R, 2e 英文原版 广义线性模型 R语言入门 统计学核心方法及其应用 西蒙N.伍德(