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Mathematical Statistics & Data Analysis (With CD)
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ISBN
:
9788131505878
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Publisher
:
South Western
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Subject
:
Mathematics
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Binding
:
Paperback
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Pages
:
684
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Year
:
2008
₹
405.0
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360.0
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Description
"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. Key Feature Nearly 100 new problems and examples from contemporary high interest areas such as genomics and financial statistics Treatment of Bayesian inference is presented in parallel with frequentist methods Table of 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 Appendix A. Common Distributions Appendix B. Tables Bibliography Answers to Selected Problems Author Index Index to Data Sets Subject Index
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