The Sage handbook of regression analysis and causal inference / edited by Henning Best and Christof Wolf.

Format:

Book

Contributor:

Best, Henning, 1975- editor.

Wolf, Christof, editor.

Language:

English

Subjects (All):

Mathematical statistics.

Regression analysis.

Physical Description:

ix, 414 pages : illustrations ; 25 cm

Other Title:

Regression analysis and causal inference

Place of Publication:

Los Angeles : Sage Reference, 2015.

Contents:

Estimation techniques : ordinary least squares and maximum likelihood / Martin Elff

Bayesian estimation of regression models / Susumu Shikano

Linear regression / Christof Wolf, Henning Best

Regression analysis : assumptions and diagnostics / Bart Meuleman, Geert Loosveldt, Viktor Emonds

Non-linear and non-additive effects in linear regression / Henning Lohmann

The multilevel regression model / Joop Hox, Leoniek Wijngaards-de Meij

Logistic regression / Henning Best, 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, Patricia A. Berglund

Matching estimators for treatment effects / Markus Gangl

Instrumental variables regression / Christopher Muller, Christopher Winship, Stephen L. Morgan

Regression discontinuity designs in social sciences / David S. Lee, Thomas Lemieux

Fixed-effects panel regression / Josef Bruderl, Volker Ludwig

Event history analysis / Hans-Peter Blossfeld, Gwendolin J. Blossfeld

Time-series cross-section / Jessica Fortin-Rittberger.

Notes:

Includes bibliographical references and indexes.

ISBN:

9781446252444

1446252442

OCLC:

896045716