Applied Statistics for the Social and Health Sciences

ISBN-10: 0415875366

ISBN-13: 9780415875363

Edition: 2010

Authors: Rachel A. Gordon

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Book details

List price: $105.00
Copyright year: 2010
Publisher: Taylor & Francis Group
Publication date: 6/12/2012
Binding: Hardcover
Pages: 1016
Size: 8.00" wide x 10.00" long x 1.75" tall
Weight: 4.686
Language: English

Rachel A. Gordon is an Associate Professor in the Department of Sociology and the Institute of Government and Public Affairs at the University of Illinois at Chicago. Professor Gordon has multidisciplinary substantive and statistical training and a passion for understanding and teaching applied statistics.

Getting Started
Examples of Social Science Research Using Regression Analyses
Planning a Quantitative Research Project with Existing Data
Basic Features of Statistical Packages and Data Documentation
Basics of Writing Batch Programs with Statistical Packages
Basic Descriptive and Inferential Statistics
Basic Descriptive Statistics
Sample, Population and Sampling Distributions
Basic Inferential Statistics
Ordinary Least Squares Regression
Basic Concepts of Bivariate Regression
Basic Concepts of Multiple Regression
Dummy Variables
Interactions
Nonlinear Relationships
Indirect Effects and Omitted Variable Bias
Outliers, Heteroskedasticity, and Multicollinearity
The Generalized Linear Model
Introduction to the Generalized Linear Model with a Continuous Outcome
Dichotomous outcomes
Multi-Category Outcomes
Wrapping Up
Roadmap to Advanced Topics
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