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Academic & Professional Books  Reference  Data Analysis & Modelling  Data Analysis & Statistics

Mathematical Statistics and Data Analysis

Textbook
By: John A Rice
602 pages, Tabs, graphs
Mathematical Statistics and Data Analysis
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  • Mathematical Statistics and Data Analysis ISBN: 9780495118688 Edition: 3 Paperback May 2006 Usually dispatched within 48 hours
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About this book

This is the first text in a generation to re-examine the purpose of the mathematical statistics course. The book's approach interweaves traditional topics with data analysis and reflects the use of the computer with close ties to the practice of statistics. The author stresses analysis of data, examines real problems with real data, and motivates the theory. The book's descriptive statistics, graphical displays, and realistic applications stand in strong contrast to traditional texts that are set in abstract settings.

Contents

1. Probability. 2. Random Variables. 3. Joint Distributions. 4. Expected Values. 5. Limit Theorems. 6. Distributions Derived from the Normal Distribution. 7. Survey Sampling. 8. Estimation of Parameters and Fitting of Probability Distributions. 9. Testing Hypotheses and Assessing Goodness of Fit. 10. Summarizing Data. 11. Comparing Two Samples. 12. The Analysis of Variance. 13. The Analysis of Categorical Data. 14. Linear Least Squares. 15. Decision Theory and Bayesian Inference.

Customer Reviews

Textbook
By: John A Rice
602 pages, Tabs, graphs
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