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Statistical Inference 2nd Edition 2E By George Casella and Roger L. Berger
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6 available / 294 sold
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Located in: Marlton, New Jersey, United States
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eBay item number:333179767883
Item specifics
- Condition
- Brand New: A new, unread, unused book in perfect condition with no missing or damaged pages. See all condition definitionsopens in a new window or tab
- Shipping
- FAST 3 to 5 Business Day Service on Expedited Opt.
- International-ISBN
- 9788131503942
- Book Title
- Statistical Inference, 2Nd Ed.
- Product-Type
- INTERNATIONAL PAPERBACK EDITION
- Cover-Design
- May Differ from Original Picture
- Packaging
- Shrinkwrapped - Box Packed
- Contents
- Same as US Edition
- Language:
- English
- ISBN
- 9780534243128
- Subject Area
- Mathematics
- Publication Name
- Statistical Inference
- Publisher
- Brooks/Cole
- Item Length
- 9.5 in
- Subject
- Probability & Statistics / General
- Publication Year
- 2001
- Type
- Textbook
- Format
- Hardcover
- Language
- English
- Item Height
- 1.2 in
- Features
- Revised
- Item Weight
- 36.7 Oz
- Item Width
- 6.7 in
- Number of Pages
- 688 Pages
About this product
Product Information
This book builds theoretical statistics from the first principles of probability theory. Starting from the basics of probability, the authors develop the theory of statistical inference using techniques, definitions, and concepts that are statistical and are natural extensions and consequences of previous concepts. This book can be used for readers who have a solid mathematics background. It can also be used in a way that stresses the more practical uses of statistical theory, being more concerned with understanding basic statistical concepts and deriving reasonable statistical procedures for a variety of situations, and less concerned with formal optimality investigations.
Product Identifiers
Publisher
Brooks/Cole
ISBN-10
0534243126
ISBN-13
9780534243128
eBay Product ID (ePID)
769861
Product Key Features
Number of Pages
688 Pages
Publication Name
Statistical Inference
Language
English
Subject
Probability & Statistics / General
Publication Year
2001
Features
Revised
Type
Textbook
Subject Area
Mathematics
Format
Hardcover
Dimensions
Item Height
1.2 in
Item Weight
36.7 Oz
Item Length
9.5 in
Item Width
6.7 in
Additional Product Features
Edition Number
2
Intended Audience
College Audience
LCCN
2001-025794
Reviews
Statistical Inference is a delightfully modern text on statistical theory and deserves serious consideration from every teacher of a graduate- or advanced undergraduate-level first course in statistical theory. . . Chapters 1-5 provide plenty of interesting examples illustrating either the basic concepts of probability or the basic techniques of finding distribution. . . The book has unique features [throughout Chapters 6-12] for example, I have never seen in any comparable text such extensive discussion of ancillary statistics [Ch. 6], including Basu's theorem, dealing with the independence of complete sufficient statistics and ancillary statistics. Basu's theorem is such a useful tool that it should be available to every graduate student of statistics. . . The derivation of the analysis of variance (ANOVA)F test in Chapter 11 via the union-intersection principle is very nice. . . Chapter 12 contains, in addition to the standard regression model, errors-in-variables models. This topic will be of considerable importance in the years ahead, and the authors should be thanked for giving the reader an introduction to it. . . Another nice feature is the Miscellanea Section at the end of nearly every chapter. This gives the serious student an opportunity to go beyond the basic material of the text and look at some of the more advanced work on the topics, thereby developing a much better feel for the subject., Statistical Inference is a delightfully modern text on statistical theory and deserves serious consideration from every teacher of a graduate- or advanced undergraduate-level first course in statistical theory. . . Chapters 1-5 provide plenty of interesting examples illustrating either the basic concepts of probability or the basic techniques of finding distribution. . . The book has unique features [throughout Chapters 6-12] for example, I have never seen in any comparable text such extensive discussion o|9780534243128|
Dewey Edition
23/Eng/20231120
Illustrated
Yes
Dewey Decimal
519.5/7
Edition Description
Revised Edition
Lc Classification Number
Qa276.C37 2002
Table of Content
1. Probability Theory.Set Theory. Probability Theory. Conditional Probability and Independence. Random Variables. Distribution Functions. Density and Mass Functions. Exercises. Miscellanea.2. Transformations and Expectations.Distribution of Functions of a Random Variable. Expected Values. Moments and Moment Generating Functions. Differentiating Under an Integral Sign. Exercises. Miscellanea.3. Common Families of Distributions.Introductions. Discrete Distributions. Continuous Distributions. Exponential Families. Locations and Scale Families. Inequalities and Identities. Exercises. Miscellanea.4. Multiple Random Variables. Joint and Marginal Distributions. Conditional Distributions and Independence. Bivariate Transformations. Hierarchical Models and Mixture Distributions. Covariance and Correlation. Multivariate Distributions. Inequalities. Exercises. Miscellanea.5. Properties of a Random Sample.Basic Concepts of Random Samples. Sums of Random Variables from a Random Sample. Sampling for the Normal Distribution. Order Statistics. Convergence Concepts. Generating a Random Sample. Exercises. Miscellanea.6. Principles of Data Reduction.Introduction. The Sufficiency Principle. The Likelihood Principle. The Equivariance Principle. Exercises. Miscellanea.7. Point Estimation.Introduction. Methods of Finding Estimators. Methods of Evaluating Estimators. Exercises. Miscellanea.8. Hypothesis Testing.Introduction. Methods of Finding Tests. Methods of Evaluating Test. Exercises. Miscellanea.9. Interval Estimation.Introduction. Methods of Finding Interval Estimators. Methods of Evaluating Interval Estimators. Exercises. Miscellanea.10. Asymptotic Evaluations.Point Estimation. Robustness. Hypothesis Testing. Interval Estimation. Exercises. Miscellanea.11. Analysis of Variance and Regression.Introduction. One-way Analysis of Variance. Simple Linear Regression. Exercises. Miscellanea.12. Regression Models.Introduction. Regression with Errors in Variables. Logistic Regression. Robust Regression. Exercises. Miscellanea. Appendix. Computer Algebra. References.
Copyright Date
2002
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