Review: Harald Cramer, Mathematical Methods of Statistics
نویسندگان
چکیده
منابع مشابه
Statistics review 6: Nonparametric methods
The present review introduces nonparametric methods. Three of the more common nonparametric methods are described in detail, and the advantages and disadvantages of nonparametric versus parametric methods in general are discussed.
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This material is designed to introduces basic concepts and fundamental theory of mathematical statistics. A review of basic concepts will include likelihood functions, sufficient statistics, and exponential family of distributions. Then point estimation will be discussed, including minimum variance unbiased estimates, Cramér-Rao inequality, maximum likelihood estimates and asymptotic theory. To...
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This review introduces nonparametric methods for testing differences between more than two groups or treatments. Three of the more common tests are described in detail, together with multiple comparison procedures for identifying specific differences between pairs of groups.
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ژورنال
عنوان ژورنال: The Annals of Mathematical Statistics
سال: 1947
ISSN: 0003-4851
DOI: 10.1214/aoms/1177730503