Ebook: Mathematical Statistics with Mathematica®

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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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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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