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这是直接从亚马逊copy来的图书介绍：
In this important new Handbook, the editors have gathered together a range of leading contributors to introduce the theory and practice of multilevel modeling.
The Handbook establishes the connections in multilevel modeling, bringing together leading experts from around the world to provide a roadmap for applied researchers linking theory and practice, as well as a unique arsenal of state-of-the-art tools. It forges vital connections that cross traditional disciplinary divides and introduces best practice in the field.
Part I establishes the framework for estimation and inference, including chapters dedicated to notation, model selection, fixed and random effects, and causal inference.
Part II develops variations and extensions, such as nonlinear, semiparametric and latent class models.
Part III includes discussion of missing data and robust methods, assessment of fit and software.
Part IV consists of exemplary modeling and data analyses written by methodologists working in specific disciplines.
Combining practical pieces with overviews of the field, this Handbook is essential reading for any student or researcher looking to apply multilevel techniques in their own research.
2013.Sage Handbook of MLM.rar
(45.91 MB, 需要: 30 个论坛币)
00.Frontmatter.pdf
(1.69 MB)
01.The Multilevel Model Framework.pdf
(1.42 MB, 需要: 1 个论坛币)
02.MLM NotationEstablishing the Commonalities.pdf
(1.05 MB, 需要: 1 个论坛币)
03.Likelihood Estimation in MLM.pdf
(797.41 KB, 需要: 1 个论坛币)
04.Bayesian Multilevel Models.pdf
(3.54 MB, 需要: 1 个论坛币)
05.The Choice Between Fixed and Random Effects.pdf
(893.2 KB, 需要: 1 个论坛币)
06.Centering Predictors and Contextual Effects.pdf
(1.17 MB, 需要: 1 个论坛币)
07.Model Selection for MLM.pdf
(1.2 MB, 需要: 1 个论坛币)
08.Generalized Linear Mixed Models_Overview.pdf
(980.07 KB, 需要: 1 个论坛币)
09.Longitudinal Data Modeling.pdf
(1.11 MB, 需要: 1 个论坛币)
10.Complexities in Error Structures within Individuals.pdf
(1.71 MB, 需要: 1 个论坛币)
11.Design Considerations in Multilevel Studies.pdf
(1.01 MB, 需要: 1 个论坛币)
12.MLM and Causal Inference.pdf
(1.11 MB, 需要: 1 个论坛币)
13.Multilevel Functional Data Analysis.pdf
(1.74 MB, 需要: 1 个论坛币)
14.Nonlinear Models.pdf
(1.6 MB, 需要: 1 个论坛币)
15.Generalized Linear Mixed Models_Estimation and Inference.pdf
(943.16 KB, 需要: 1 个论坛币)
16.Categorical Response Data.pdf
(724.67 KB, 需要: 1 个论坛币)
17.Smoothing and Semiparametric Models.pdf
(4.04 MB, 需要: 1 个论坛币)
18.Penalized Splines and MLM.pdf
(778.28 KB, 需要: 1 个论坛币)
19.Hierarchical Dynamic Models.pdf
(5.39 MB, 需要: 1 个论坛币)
20.Mixture and Latent Class Models in Longitudinal and Other Settings.pdf
(1.02 MB, 需要: 1 个论坛币)
21.Multivariate Response Data.pdf
(921.15 KB, 需要: 1 个论坛币)
22.Robust Methods for Multilevel Analysis.pdf
(943.99 KB, 需要: 1 个论坛币)
23.Missing Data.pdf
(1.77 MB, 需要: 1 个论坛币)
24.Lack of Fit, Graphics, and Multilevel Model Diagnostics.pdf
(1.87 MB, 需要: 1 个论坛币)
25.Is GEE a Robust Alternative in the Presence of Binary Endogenous Regressors.pdf
(1.72 MB, 需要: 1 个论坛币)
26.Software for Fitting MLM.pdf
(1.04 MB, 需要: 1 个论坛币)
27.Meta-Analysis.pdf
(944.82 KB, 需要: 1 个论坛币)
28.Modeling Policy Adoption and Impact with Multilevel Methods.pdf
(939.31 KB, 需要: 1 个论坛币)
29.Multilevel Models in the Social and Behavioral Sciences.pdf
(995.02 KB, 需要: 1 个论坛币)
30.Survival Analysis and the Frailty Model.pdf
(1.14 MB, 需要: 1 个论坛币)
31.Point-Referenced Spatial Modelling.pdf
(3.36 MB, 需要: 1 个论坛币)
32.Market Research and Preference Data.pdf
(1005.86 KB, 需要: 1 个论坛币)
33.Multilevel Modeling of Social Network and Relational Data.pdf
(1.02 MB, 需要: 1 个论坛币)
99.Backmatter.pdf
(1.56 MB)
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