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Table of Content:

Introduction
What This Book Is About
Facts and Values in Perspective
The Scientific Approach
Conclusion
Chapter 1: The Definition and Measurement of Concepts
Conceptual Definitions
Operational Definitions
Summary
Key Terms
Exercises
Chapter 2: Measuring and Describing Variables
Measuring Variables
Describing Variables
Summary
Key Terms
Exercises
Chapter 3: Proposing Explanations, Framing Hypotheses, and Making Comparisons
Proposing Explanations
Framing Hypotheses
Making Comparisons
Graphing Relationships and Describing Patterns
Summary
Key Terms
Exercises
Chapter 4: Research Design and the Logic of Control
Experimental Designs
Controlled Comparisons
Three Scenarios
Summary
Key Terms
Exercises
Chapter 5: Making Controlled Comparisons
Cross-tabulation Analysis
Graphing Controlled Comparisons
An Example of Interaction
Mean Comparison Analysis
Summary
Key Terms
Exercises
Chapter 6: Foundations of Statistical Inference
Population Parameters and Sample Statistics
Random Sampling
The Standard Error of a Sample Mean
Inference Using the Normal Distribution
Inference Using the Student’s t-Distribution
What About Sample Proportions?
Summary
Key Terms
Exercises
Chapter 7: Tests of Significance and Measures of Association
Statistical Significance
Measures of Association
Summary
Key Terms
Exercises
Chapter 8: Correlation and Linear Regression
Correlation
Bivariate Regression
R-square
Dummy Variable Regression
Multiple Regression
Summary
Key Terms
Exercises
Chapter 9: Logistic Regression
The Logistic Regression Approach
Finding the Best Fit: Maximum Likelihood Estimation
Logistic Regression with Multiple Independent Variables
Working with Probabilities: MEMs and MERs
Summary
Key Terms
Exercises
Chapter 10: Thinking Empirically, Thinking Probabilistically
Thinking Empirically
Thinking Probabilistically

Product Details:

Language: English
ISBN-10: 1506305830
ISBN-13: 978-1506305837
ISBN-13: 9781506305837

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