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Rencher A.C., Barnett V., Bradley R.A. (Ed) — Multivariate Statistical Inference and Applications
Rencher A.C., Barnett V., Bradley R.A. (Ed) — Multivariate Statistical Inference and Applications



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Название: Multivariate Statistical Inference and Applications

Авторы: Rencher A.C., Barnett V., Bradley R.A. (Ed)

Аннотация:

The most accessible introduction to the theory and practice of multivariate analysis

Multivariate Statistical Inference and Applications is a user-friendly introduction to basic multivariate analysis theory and practice for statistics majors as well as nonmajors with little or no background in theoretical statistics. Among the many special features of this extremely accessible first text on multivariate analysis are:
* Clear, step-by-step explanations of all key concepts and procedures along with original, easy-to-follow proofs
* Numerous problems, examples, and tables of distributions
* Many real-world data sets drawn from a wide range of disciplines
* Reviews of univariate procedures that give rise to multivariate techniques
* An extensive survey of the world literature on multivariate analysis
* An in-depth review of matrix theory
* A disk including all the data sets and SAS command files for all examples and numerical problems found in the book

These same features also make Multivariate Statistical Inference and Applications an excellent professional resource for scientists and clinicians who need to acquaint themselves with multivariate techniques. It can be used as a stand-alone introduction or in concert with its more methods-oriented sibling volume, the critically acclaimed Methods of Multivariate Analysis.


Язык: en

Рубрика: Математика/

Статус предметного указателя: Готов указатель с номерами страниц

ed2k: ed2k stats

Год издания: 1997

Количество страниц: 592

Добавлена в каталог: 12.05.2008

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Предметный указатель
Vector(s), zero vector (0)      401
Wilks’ $\Lambda$ test statistic      122—126
Wilks’ $\Lambda$ test statistic in canonical correlation      321—326
Wilks’ $\Lambda$ test statistic in multivariate regression      289—299
Wilks’ $\Lambda$ test statistic, Chi-square approximation      126
Wilks’ $\Lambda$ test statistic, effect of each variable      132—134
Wilks’ $\Lambda$ test statistic, F-approximation      125—126
Wilks’ $\Lambda$ test statistic, properties of      124—126
Wilks’ $\Lambda$ test statistic, table of critical values      427—434
Wilks’ $\Lambda$ test statistic, transformations to exact F      125—126
Wishart distribution      53—56 123—124
Wishart distribution and multivariate normal      53—56
Wishart distribution and Wilks’ $\Lambda$      123—124
Wishart distribution, generalized quadratic form      54—55
Wishart distribution, independence      55
Zero matrix (O) and zero vector (0)      401
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