Data Analysis Using Regression and Multilevel/Hierarchical Models is a comprehensive manual for the applied researcher who wants to perform data analysis using linear and nonlinear regression and multilevel models. The book introduces a wide variety of models, whilst at the same time instructing the ...
its beauty is in its smart and clear explanation of cool methods -- it's one of those books that will help you continue to fall in love with data analysis.mixes use of R and BUGS. 我要写书评 Data Analysis Using Regression And Multilevel/Hierarchical Models的书评 ··· ( 全部1 条...
DataAnalysisUsingRegressionandMultilevelHierarchicalModels.pdf,Data Analysis Using Regression and Multilevel/Hierarchical Models ANDREW GELMAN Columbia University JENNIFER HILL Columbia University CAMBRIDGE UNIVERSITY PRESS Contents List of examples page
Data Analysis Using Regression and Multilevel (Hierarchical) Models_Andrew Gelman (CUP 2006 651s) 星级: 651 页 Andrew and Andrew 星级: 2页 Data Analysis Using Regression and Multilevel Hierarchical Models Dec 2006 星级: 567 页 Data Analysis Using Regression and Multilevel Hierarchical Models ...
Data Analysis Using Regressiona and Multilevel/Hierarchical ModelGelman, AndrewHill, Jennifer
Multilevel modeling is applied to logistic regression and other generalized linear models in the same way as with linear regression: the coefficients are grouped into batches and a probability distribution is assigned to each batch. Or, equivalently (as discussed in Section 12.5), error terms are ...
Data Analysis Using Regression and Multilevel/Hierarchical Models Cambridge University Press, New York, NY (2007) Google Scholar 26 J. Bailey, R. Webster, R. Hunter, et al. The men’s safer sex project: intervention development and feasibility randomised controlled trial of an interactive digital...
Though targeted to ecologists, Mangel and Hilborn identify key methods that scientists can use to build useful and credible models for their data. They don't shy away from the math, but the book is very readable and example-laden. Data Analysis Using Regression and Multilevel/Hierarchical Models...
Gelman A, Hill J (2007) Data analysis using regression and multilevel/hierarchical models. Cambridge University Press, Cambridge Google Scholar Gelman A, Rubin D (1992) Inference from iterative simulation using multiple sequences. Stat Sci 7(4): 457–472 ...
Burstein, Leigh, and Michael David Miller. 1980. Regression-based analyses if multilevel education data. New directions for methodology of social and behavioral sciences, 6: 194-211.Burstein, Leigh, and Michael David Miller. 1980. `Regression-based Analyses of Multilevel Education Data'. New ...