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Statistical Inference , by Casella 2nd International Edition, by Roger L. Berger George Casella
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Table of contents 1. Probability Theory. 2. Transformations and Expectations 3. Common Families of Distributions 4. Multiple Random Variables 5. Properties of a Random Sample 6. Principles of Data Reduction 7. Point Estimation 8. Hypothesis Testing 9. Interval Estimation 10. Asymptotic Evaluations 11. Analysis of Variance and Regression 12. Regression Models
- Sales Rank: #796921 in Books
- Published on: 2001
- Binding: Hardcover
- 660 pages
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Five Stars
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8 of 9 people found the following review helpful.
A Good Book
By Applied Math Student
Overall, this book is a solid introduction to mathematical statistics. Exposition is clear and it fully motivates all concepts. I really only have one complaint: this book omits a few topics. A relatively minor example is the absence of the cumulant generating function. More disturbingly is that it does not have a full discussion of the multi-normal distribution (possibly to avoid some non-trivial linear algebra?). However, being that the book is otherwise quite complete and these topics can be found elsewhere these are rather annoyances than fatal flaws.
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