Probability Statistics

Get An Introduction to Categorical Data Analysis, Second Edition PDF

Posted On April 20, 2018 at 11:19 am by / Comments Off on Get An Introduction to Categorical Data Analysis, Second Edition PDF

By Alan Agresti

ISBN-10: 0470114754

ISBN-13: 9780470114759

ISBN-10: 0471226181

ISBN-13: 9780471226185

The 1st variation of this article has offered over 19,600 copies. despite the fact that, using statistical tools for specific facts has elevated dramatically in recent times, rather for purposes within the biomedical and social sciences. A moment variation of the introductory model of the booklet will swimsuit it properly. Wiley additionally released a second version of Categorical facts Analysis, that's a sophisticated, extra technical textual content, in 2003.

 Content:
Chapter 1 advent (pages 1–20):
Chapter 2 Contingency Tables (pages 21–64):
Chapter three Generalized Linear types (pages 65–98):
Chapter four Logistic Regression (pages 99–136):
Chapter five development and utilizing Logistic Regression types (pages 137–172):
Chapter 6 Multicategory Logit versions (pages 173–203):
Chapter 7 Loglinear versions for Contingency Tables (pages 204–243):
Chapter eight versions for Matched Pairs (pages 244–275):
Chapter nine Modeling Correlated, Clustered Responses (pages 276–296):
Chapter 10 Random results: Generalized Linear combined types (pages 297–324):
Chapter eleven A ancient journey of specific info research (pages 325–331):

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Additional info for An Introduction to Categorical Data Analysis, Second Edition

Example text

This overall statistic primarily reflects differences between genders in choosing between Republican and the other two categories. It might seem more natural to compute G2 for separate 2 × 2 tables that pair each column with a particular one, say the last. This is a reasonable way to investigate association in many data sets. However, these component statistics are not independent and do not sum to G2 for the complete table. Certain rules determine ways of forming tables so that chi-squared partitions, but they are beyond the scope of this text.

Each observation in column 1 is naturally paired with two of the observations in column 2. Chapters 8–10 present specialized methods for analyzing correlated binomial responses. 4, imagine a study that follows a sample of women for the next 20 years, observing the rates of MI for smokers and nonsmokers. Such a sampling design is prospective. There are two types of prospective studies. , whether to be a smoker), and we simply observe in future time who suffers MI. 2, again observing in future time who suffers MI.

The df value means the following: under H0 , {πi+ } and {π+j } determine the cell probabilities. There are I − 1 nonredundant row probabilities. Because they sum to 1, the first I − 1 determine the last one through πI + = 1 − (π1+ + · · · + πI −1,+ ). Similarly, there are J − 1 nonredundant column probabilities. So, under H0 , there are (I − 1) + (J − 1) parameters. The alternative hypothesis Ha merely states that there is not independence. It does not specify a pattern for the IJ cell probabilities.

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An Introduction to Categorical Data Analysis, Second Edition by Alan Agresti


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