Franklin

Categorical Statistics for Communication Research.

Author/Creator:
Denham, Bryan E.
Publication:
New York : John Wiley & Sons, Incorporated, 2016.
Format/Description:
Book
1 online resource (293 pages)
Subjects:
Communication -- Research -- Statistical methods.
Form/Genre:
Electronic books.
Contents:
Intro
Title Page
Copyright Page
Contents
Detailed Contents
Preface
Acknowledgments
About the Companion Website
Chapter 1 Introduction to Categorical Statistics
Historical Overview
Probability Distributions and Parameter Estimation
Example of Maximum Likelihood Estimation
A Note on Statistical Software
Chapter Summary
Chapter Exercises
Notes
References
Chapter 2 Univariate Goodness of Fit and Contingency Tables in Two Dimensions
Chi-Square Test for Goodness of Fit
Chi-Square Test of Independence in Contingency Tables
Likelihood Ratio Statistic
Exact Tests for Small Samples
McNemar's Test for Correlated Samples
Measures of Association
Odds Ratio
Relative Risk
Phi Coefficient
Cramér's V
Pearson's Contingency Coefficient
Kendall's Tau
Goodman and Kruskal's Gamma
Somers' d
Points of Concern in Bivariate Analyses
SPSS Analyses
Testing Goodness of Fit in SPSS
Testing Independence in SPSS
A Note on Style
Chapter Summary
Chapter Exercises
Notes
References
Chapter 3 Contingency Tables in Three Dimensions
Moving from Two to Three Dimensions
Cochran-Mantel-Haenszel Test
Breslow-Day Test
An Example in Public Health
An Example in Political Communication
Chapter Summary
Chapter Exercises
Note
References
Chapter 4 Log-linear Analysis
Development of Log-linear Models
Examples of Published Research
Log-linear Analysis: Fundamentals
Two-way Tables
Three-way Models
Goodness of Fit and Model Selection
Descriptive Statistics and Residuals for the Fitted Model
Parameter Estimation
Ordinal Log-linear Analysis
Three Ordinal Measures
More Complex Models
Visual Displays
Chapter Summary
Chapter Exercises
Notes
References
Chapter 5 Logit Log-linear Analysis.
Examples of Published Research
Logit Log-linear Analysis: Fundamental Components
Logit Model with One Response Measure
Logit Model with Two Response Measures
SPSS Example
Correspondence Analysis
Chapter Summary
Chapter Exercises
References
Chapter 6 Binary Logistic Regression
Examples of Published Research
Binary Logistic Regression: Fundamentals
Simple Logistic Regression Analysis
Multiple Logistic Regression Analysis
Interactions
Model Assessment
Additional Statistics
Diagnostic Considerations
Binary Logistic Regression in SPSS
Chapter Summary
Chapter Exercises
Notes
References
Chapter 7 Multinomial Logistic Regression
Examples of Published Research
Multinomial Logistic Regression: Fundamentals
Simple Multinomial Logistic Regression Analysis
Multiple Multinomial Logistic Regression Analysis
Conditional Logit Modeling
Multinomial Logistic Regression in SPSS
Chapter Summary
Chapter Exercises
References
Chapter 8 Ordinal Logistic Regression
Examples of Published Research
Ordinal Logistic Regression: Fundamentals
Simple Ordinal Logistic Regression Analysis
Multiple Ordinal Logistic Regression Analysis
Interactions
Ordinal Logistic Regression in SPSS
Chapter Summary
Chapter Exercises
Notes
References
Chapter 9 Probit Analysis
Examples of Published Research
Probit Analysis: Fundamentals
Binary Probit Analysis
Ordinal Probit Analysis
Multinomial Probit Analysis
Interactions
Chapter Summary
Chapter Exercises
Notes
References
Chapter 10 Poisson and Negative Binomial Regression
Examples of Published Research
Poisson Regression: Fundamentals
Negative Binomial Regression: Fundamentals
Additional Techniques
SPSS Analyses
Chapter Summary
Chapter Exercises
Notes
References.
Chapter 11 Interrater Agreement Measures for Nominal and Ordinal Data
Analysis of Nominal Data with Two Raters
Cohen's Kappa
Scott's Pi
Krippendorff's Alpha
Analysis of Nominal Data with Multiple Raters
Fleiss's Generalized Kappa
Analysis of Ordinal Data with Two Raters
Cohen's Weighted Kappa
Intraclass Correlation Coefficient
Analysis of Ordinal Data with Multiple Raters
Kendall's Coefficient of Concordance
Kappa Coefficient in SPSS
Intraclass Correlation Coefficients in SPSS
Chapter Summary
Chapter Exercises
Notes
References
Chapter 12 Concluding Communication
References
Appendix A: Chi-Square Table
Appendix B: SPSS Code for Selected Procedures
Index
EULA.
Notes:
Description based on publisher supplied metadata and other sources.
Local notes:
Electronic reproduction. Ann Arbor, Michigan : ProQuest Ebook Central, 2021. Available via World Wide Web. Access may be limited to ProQuest Ebook Central affiliated libraries.
Other format:
Print version: Denham, Bryan E. Categorical Statistics for Communication Research
ISBN:
9781118927083
9781118927106
OCLC:
950902116
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