The Sage Sourcebook of Advanced Data Analysis Methods for Communication Research

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Format: Hardcover
Pub. Date: 2007-11-28
Publisher(s): SAGE Publications, Inc
List Price: $118.85

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Summary

This sourcebook provides an introductory treatment of various advanced statistical methods applied to research in the field of communication. Written by authors who use these methods in their own research, each chapter gives a nontechnical overview of what the method is and how it can be used to answer communication-related questions or aide the researcher in dealing with difficult data problems. Most chapters include an example based on real data to illustrate basic concepts. Students and faculty interested in diving into a new statistical topic, such as latent growth modeling, multilevel modeling, propensity scoring, or time series analysis, will find each chapter an excellent springboard for acquiring the background needed to jump into more advanced, technical readings. This is a must-have text for graduate students and faculty in the field of communication looking to expand their own statistical repertoire and to better understand the methods being used increasingly often in the communication literature.

Table of Contents

Overviewp. 1
Contemporary Approaches to Assessing Mediation in Communication Researchp. 13
Assessing Change and Intraindividual Variation: Longitudinal Multilevel and Structural Equation Modelingp. 55
Time Series Analysis: Traditional and Contemporary Approachesp. 89
Event History Analysis for Communication Researchp. 125
Estimating Causal Effects in Observational Studies: The Propensity Score Approachp. 159
Commentary on the Uses and Misuses of Structural Equation Modeling in Communication Researchp. 185
Multilevel Modeling: Studying People in Contextsp. 219
Communication Network Analysisp. 247
Scaling and Cluster Analysisp. 275
Contemporary Approaches to Meta-Analysis in Communication Researchp. 311
Approaches to the Handling of Missing Data in Communication Researchp. 349
Indexp. 373
About the Editorsp. 383
About the Contributorsp. 385
Table of Contents provided by Ingram. All Rights Reserved.

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