Integrating computers into mathematical statistics courses allows students to simulate experiments and visualize their results, handle larger data sets, analyze data more quickly, and compare the results of classical methods of data analysis with those using alternative techniques. This text present
Mathematical Statistics with Mathematicaยฎ
โ Scribed by Colin Rose, Murray D. Smith (auth.)
- Publisher
- Springer New York
- Year
- 2002
- Tongue
- English
- Leaves
- 489
- Series
- Springer Texts in Statistics
- Category
- Library
No coin nor oath required. For personal study only.
โฆ Table of Contents
Content:
Front Matter....Pages i-xiii
Introduction....Pages 1-30
Continuous Random Variables....Pages 31-80
Discrete Random Variables....Pages 81-116
Distributions of Functions of Random Variables....Pages 117-148
Systems of Distributions....Pages 149-185
Multivariate Distributions....Pages 187-249
Moments of Sampling Distributions....Pages 251-276
Asymptotic Theory....Pages 277-300
Statistical Decision Theory....Pages 301-323
Unbiased Parameter Estimation....Pages 325-347
Principles of Maximum Likelihood Estimation....Pages 349-377
Maximum Likelihood Estimation in Practice....Pages 379-419
Back Matter....Pages 421-482
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