Handbook of Data Analysis

ISBN-10: 1848601166

ISBN-13: 9781848601161

Edition: 2009

List price: $85.00 Buy it from $67.14
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Description:

This book provides a first-class, reliable guide to the basic issues in data analysis, such as the construction of variables, the characterization of distributions and the notions of inference. Scholars and students can turn to it for teaching and applied needs with confidence. The book also seeks to enhance debate in the field by tackling more advanced topics such as models of change, causality, panel models and network analysis. Specialists will find much food for thought in these chapters. A distinctive feature of the book is the breadth of coverage. No other book provides a better one-stop survey of the field of data analysis. In 30 specially commissioned chapters the editors aim to encourage readers to develop an appreciation of the range of analytic options available, so they can choose a research problem and then develop a suitable approach to data analysis.
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Book details

List price: $85.00
Copyright year: 2009
Publisher: SAGE Publications, Limited
Publication date: 7/1/2009
Binding: Paperback
Pages: 728
Size: 7.00" wide x 10.50" long x 1.50" tall
Weight: 2.750
Language: English

Introduction: Common Threads among Techniques of Data Analysis
Foundations
Constructing Variables
Summarizing Distributions
Inference
Strategies for Analysis of Incomplete Data
Feminist Issues in Data Analysis
Historical Analysis
The General Linear Model and Extensions
Multiple Regression Analysis
Incorporating Categorical Information into Regression Models: The Utility of Dummy Variables
Analyzing Contingent Effects in Regression Models
Regression Models for Categorical Outcomes
Log-Linear Analysis
Longitudinal Models
Modeling Change
Analyzing Panel Data: Fixed- and Random-Effects Models
Longitudinal Analysis for Continuous Outcomes: Random Effects Models and Latent Trajectory Models
Event History Analysis
Sequence Analysis and Optimal Matching Techniques for Social Science Data
New Developments in Modeling
Sample Selection Bias Models
Structural Equation Modeling
Multilevel Modelling
Causal Inference in Sociological Studies
The Analysis of Social Networks
Analyzing Qualitative Data
Tools for Qualitative Data Analysis
Content Analysis
Semiotics and Data Analysis
Conversation Analysis
Discourse Analysis
Grounded Theory
The Uses of Narrative in Social Science Research
Qualitative Research and the Postmodern Turn
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