Using generalized additive (mixed) models to analyze single case designs. J. Sch. Psychol. 2014, 52, 149-178. [CrossRef] [PubMed]William S.R., Alain Z.F., and Kristynn S.J., "Using generalized additive (mixed) models to analyze single case designs", Journal of Analysis and Meta-...
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 (GAMM) to investigate the effects of covariates on movement probabilities. All the models had ...
Generalized Additive Models:广义加性模型 热度: GeneralizedAdditiveMixedModels Initialdata-exploratoryanalysisusingscatterplotsindicatedanonlineardependenceof theresponseonpredictorvariables.Toovercomethesedifficulties,HastieandTibshirani(1990) proposedgeneralizedadditivemodels(GAMs).GAMsareextensionsofgeneralizedlinear ...
Generalized Additive Models. By T. J. Hastie and R. J. Tibshirani. ISBN 0 412 34390. Chapman and Hall, London, 1990. 336 pp. 25.00. Graham Moon,Journal of the Royal Statistical Society Series C,R. Chandler,... - 《Journal of the Royal Statistical Society》 被引量: 1075发表: 0年 ...
Fabian Scheipl. (2011)spikeSlabGAM: Bayesian Variable Selection, Model Choice and Regularization for Generalized Additive Mixed Models in R.Journal of Statistical Software, 43(14).[pdf] More theory, simulation studies and real-world case studies: ...
generalized-additive-models算法generalized additive models算法 Generalized Additive Models (GAM),或者广义可加模型,是统计学中一种常用的非参数回归方法。它结合了广义线性模型(GLM)和非线性平滑方法,能够适应非线性、非正态分布和非常数方差的数据。本文将详细介绍GAM算法,并一步一步回答与其相关的问题。 第一部分...
Generalized additive models for the analysis of EQ-5D utility data. Measured utility data have a discrete distribution, and the discreteness is particularly pronounced for EQ-5D utilities. Given the discreteness of the data... Eleanor,M,Pullenayegum,... - 《Medical Decision Making An ...
Generalized Additive Models 作者:T.J. Hastie/R.J. Tibshirani 出版社:Chapman and Hall/CRC 出版年:1990-6-1 页数:352 定价:USD 125.95 装帧:Hardcover 丛书:Monographs on Statistics and Applied Probability ISBN:9780412343902 豆瓣评分 评价人数不足...
GAMM: Generalized additive mixed models GLMM: Generalized linear mixed model MACP: Mean average coverage probability MASE: Mean average squared error MCMC: Markov chain Monte Carlo REML: Restricted maximum likelihood SGA: Small for gestational age ...
FM Underwood - 《Journal of Hydrology》 被引量: 56发表: 2009年 A comparison of methods for the fitting of generalized additive models There are several procedures for fitting generalized additive models, i.e. regression models for an exponential family response where the influence of each... H...