Statistical tests : an introduction with Minitab commentary
著者
書誌事項
Statistical tests : an introduction with Minitab commentary
Prentice Hall, 1996
- : pbk
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注記
Includes bibliographical references and index
内容説明・目次
内容説明
Intended as a first course in hypothesis testing and related topics from the classical point of view, this text opens with an extensive review of basic results concerning random variables and standard distribution. The authors then broach the main subject of the book - the basic concepts used in testing hypotheses. Covering critical regions and probabilities of error, the text contains illustrations of the standard distributions. The basic theory and application of some distribution-free tests is then considered, and this is followed by a more rigorous discussion of hypothesis testing, including a proof of the Neyman-Pearson theorem. Direct applications are provided to illustrate this and indications of how the associated techniques can be extended to the usual test associated with the normal distribution are discussed. An important feature of the book is the introduction of statistical packages. At appropriate places in the text, relevant print-outs from the Minitab statistical package are displayed, analyzed and placed in context.
目次
- Review of standard distributions
- introducing statistical models
- estimation
- testing hypotheses
- tests based on the binomial distribution
- tests based on the hypergrometric distribution
- distribution-free correlation coefficients
- least-square methods
- hypotheses testing (theory).
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