data analysis using regression and multilevel hierarchical models analytical methods for social research

Download Book Data Analysis Using Regression And Multilevel Hierarchical Models Analytical Methods For Social Research in PDF format. You can Read Online Data Analysis Using Regression And Multilevel Hierarchical Models Analytical Methods For Social Research here in PDF, EPUB, Mobi or Docx formats.

Data Analysis Using Regression And Multilevel Hierarchical Models

Author : Andrew Gelman
ISBN : 052168689X
Genre : Mathematics
File Size : 40. 20 MB
Format : PDF, Kindle
Download : 627
Read : 888

Get This Book


This book, first published in 2007, is for the applied researcher performing data analysis using linear and nonlinear regression and multilevel models.

Data Analysis Using Regression And Multilevel Hierarchical Models

Author : Andrew Gelman
ISBN : 9781139460934
Genre : Mathematics
File Size : 48. 82 MB
Format : PDF, ePub, Docs
Download : 956
Read : 1082

Get This Book


Data Analysis Using Regression and Multilevel/Hierarchical Models, first published in 2007, 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 reader in how to fit these models using available software packages. The book illustrates the concepts by working through scores of real data examples that have arisen from the authors' own applied research, with programming codes provided for each one. Topics covered include causal inference, including regression, poststratification, matching, regression discontinuity, and instrumental variables, as well as multilevel logistic regression and missing-data imputation. Practical tips regarding building, fitting, and understanding are provided throughout.

Data Analysis Using Regression And Multilevel Hierarchical Models

Author : Andrew Gelman
ISBN : 0521867061
Genre : Mathematics
File Size : 86. 6 MB
Format : PDF, ePub, Mobi
Download : 167
Read : 869

Get This Book


This book, first published in 2007, is for the applied researcher performing data analysis using linear and nonlinear regression and multilevel models.

Hierarchical Linear Models

Author : Stephen W. Raudenbush
ISBN : 076191904X
Genre : Mathematics
File Size : 82. 8 MB
Format : PDF, ePub
Download : 344
Read : 650

Get This Book


Popular in its first edition for its rich, illustrative examples and lucid explanations of the theory and use of hierarchical linear models (HLM), the book has been updated to include: an intuitive introductory summary of the basic procedures for estimation and inference used with HLM models that only requires a minimal level of mathematical sophistication; a new section on multivariate growth models; a discussion of research synthesis or meta-analysis applications; aata analytic advice on centering of level-1 predictors, and new material on plausible value intervals and robust standard estimators.

Longitudinal And Panel Data

Author : Edward W. Frees
ISBN : 0521535387
Genre : Business & Economics
File Size : 69. 78 MB
Format : PDF, ePub, Mobi
Download : 402
Read : 257

Get This Book


An introduction to foundations and applications for quantitatively oriented graduate social-science students and individual researchers.

Essential Mathematics For Political And Social Research

Author : Jeff Gill
ISBN : 9780521834261
Genre : Mathematics
File Size : 79. 98 MB
Format : PDF, Docs
Download : 620
Read : 648

Get This Book


This 2006 book addresses the comprehensive introduction to the mathematical principles needed by modern social scientists.

Multilevel Analysis For Applied Research

Author : Robert Bickel
ISBN : 9781609181062
Genre : Psychology
File Size : 88. 63 MB
Format : PDF, Kindle
Download : 761
Read : 843

Get This Book


This book provides a uniquely accessible introduction to multilevel modeling, a powerful tool for analyzing relationships between an individual-level dependent variable, such as student reading achievement, and individual-level and contextual explanatory factors, such as gender and neighborhood quality. Helping readers build on the statistical techniques they already know, Robert Bickel emphasizes the parallels with more familiar regression models, shows how to do multilevel modeling using SPSS, and demonstrates how to interpret the results. He discusses the strengths and limitations of multilevel analysis and explains specific circumstances in which it offers (or does not offer) methodological advantages over more traditional techniques. Over 300 dataset examples from research on educational achievement, income attainment, voting behavior, and other timely issues are presented in numbered procedural steps.

Regression Models For Categorical And Limited Dependent Variables

Author : J. Scott Long
ISBN : 0803973748
Genre : Mathematics
File Size : 51. 89 MB
Format : PDF
Download : 421
Read : 554

Get This Book


A unified treatment of the most useful models for categorical and limited dependent variables (CLDVs) is provided in this book. Throughout, the links among the models are made explicit, and common methods of derivation, interpretation and testing are applied. In addition, the author explains how models relate to linear regression models whenever possible.

Applied Regression Analysis And Generalized Linear Models

Author : John Fox
ISBN : 9781483321318
Genre : Social Science
File Size : 22. 69 MB
Format : PDF, ePub, Docs
Download : 547
Read : 988

Get This Book


Combining a modern, data-analytic perspective with a focus on applications in the social sciences, the Third Edition of Applied Regression Analysis and Generalized Linear Models provides in-depth coverage of regression analysis, generalized linear models, and closely related methods, such as bootstrapping and missing data. Updated throughout, this Third Edition includes new chapters on mixed-effects models for hierarchical and longitudinal data. Although the text is largely accessible to readers with a modest background in statistics and mathematics, author John Fox also presents more advanced material in optional sections and chapters throughout the book.

Political Game Theory

Author : Nolan McCarty
ISBN : 9781139461818
Genre : Political Science
File Size : 65. 91 MB
Format : PDF, Kindle
Download : 291
Read : 344

Get This Book


Political Game Theory is a self-contained introduction to game theory and its applications to political science. The book presents choice theory, social choice theory, static and dynamic games of complete information, static and dynamic games of incomplete information, repeated games, bargaining theory, mechanism design and a mathematical appendix covering, logic, real analysis, calculus and probability theory. The methods employed have many applications in various disciplines including comparative politics, international relations and American politics. Political Game Theory is tailored to students without extensive backgrounds in mathematics, and traditional economics, however there are also many special sections that present technical material that will appeal to more advanced students. A large number of exercises are also provided to practice the skills and techniques discussed.

Top Download:

Best Books