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Henning Best & Christof Wolf 
The SAGE Handbook of Regression Analysis and Causal Inference 

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Örtmek Henning Best & Christof Wolf: The SAGE Handbook of Regression Analysis and Causal Inference (ePUB)

′The editors of the new SAGE Handbook of Regression Analysis and Causal Inference have assembled a wide-ranging, high-quality, and timely collection of articles on topics of central importance to quantitative social research, many written by leaders in the field. Everyone engaged in statistical analysis of social-science data will find something of interest in this book.′


– John Fox, Professor, Department of Sociology, Mc Master University


′The authors do a great job in explaining the various statistical methods in a clear and simple way – focussing on fundamental understanding, interpretation of results, and practical application – yet being precise in their exposition.′


– Ben Jann, Executive Director, Institute of Sociology, University of Bern


′Best and Wolf have put together a powerful collection, especially valuable in its separate discussions of uses for both cross-sectional and panel data analysis.′


-Tom Smith, Senior Fellow, NORC, University of Chicago


Edited and written by a team of leading international social scientists, this Handbook provides a comprehensive introduction to multivariate methods. The Handbook focuses on regression analysis of cross-sectional and longitudinal data with an emphasis on causal analysis, thereby covering a large number of different techniques including selection models, complex samples, and regression discontinuities.


Each Part starts with a non-mathematical introduction to the method covered in that section, giving readers a basic knowledge of the method’s logic, scope and unique features. Next, the mathematical and statistical basis of each method is presented along with advanced aspects. Using real-world data from the European Social Survey (ESS) and the Socio-Economic Panel (GSOEP), the book provides a comprehensive discussion of each method’s application, making this an ideal text for Ph D students and researchers embarking on their own data analysis.  

€134.99
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İçerik tablosu

Introduction – Christof Wolf and Henning Best

PART I: ESTIMATION AND INFERENCE

Estimation Techniques: Ordinary least squares and maximum likelihood – Martin Elff

Bayesian Estimation of Regression Models – Susumu Shikano

PART II: REGRESSION ANALYSIS FOR CROSS-SECTIONS

Linear Regression – Christof Wolf and Henning Best

Regression Analysis: Assumptions and Diagnostics – Bart Meuleman, Geert Loosveldt and Viktor Emonds

Non-Linear and Non-Additive Effects in Linear Regression – Henning Lohmann

The Multilevel Regression Model – Joop Hox and Leoniek Wijngaards-de Meij

Logistic Regression – Henning Best and Christof Wolf

Regression Models for Nominal and Ordinal Outcomes – J. Scott Long

Graphical Display of Regression Results – Gerrit Bauer

Regression With Complex Samples – Steven G. Heeringa, Brady T. West and Patricia A. Berglund

PART III: CAUSAL INFERENCE AND ANALYSIS OF LONGITUDINAL DATA

Matching Estimators for Treatment Effects – Markus Gangl

Instrumental Variables Regression – Christopher Muller, Christopher Winship and Stephen L. Morgan

Regression Discontinuity Designs in Social Sciences – David S. Lee and Thomas Lemieux

Fixed-effects Panel Regression – Josef Bruderl and Volker Ludwig

Event History Analysis – Hans-Peter Blossfeld and Gwendoline J. Blossfeld

Time-Series Cross-Section – Jessica Fortin-Rittberger

Dil İngilizce ● Biçim EPUB ● Sayfalar 424 ● ISBN 9781473914384 ● Dosya boyutu 12.8 MB ● Editör Henning Best & Christof Wolf ● Yayımcı SAGE Publications ● Kent London ● Ülke GB ● Yayınlanan 2013 ● Baskı 1 ● İndirilebilir 24 aylar ● Döviz EUR ● Kimlik 4874934 ● Kopya koruma Adobe DRM
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