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Multivariate statistics is a subdivision of statistics encompassing the simultaneous observation and analysis of more than one outcome variable. The application of multivariate statistics is multivariate analysis. Multivariate statistics concerns understanding the different aims and background of each of the different forms of multivariate analysis, and how they relate to each other. The practical application of multivariate statistics to a particular problem may involve several types of univariate and multivariate analyses in order to understand the relationships between variables and their relevance to the problem being studied. In addition, multivariate statistics is concerned with multivariate probability distributions, in terms of both how these can be used to represent the distributions of observed data; how they can be used as part of statistical inference, particularly where several different quantities are of interest to the same analysis. Certain types of problems involving multivariate data, for example simple linear regression and multiple regression, are not usually considered to be special cases of multivariate statistics because the analysis is dealt with by considering the (univariate) conditional distribution of a single outcome variable given the other variables.

INTO JAPANESE

多変量統計は、複数の結果変数の同時観測と分析を含む統計の下位区分です。多変量統計のアプリケーションは、多変量解析です。多変量統計は、多変量解析のさまざまな形式のそれぞれのさまざまな目的と背景を理解することに関するものです。

BACK INTO ENGLISH

Multivariate statistics are a subdivision of statistics that include simultaneous observation and analysis of multiple outcome variables. The application for multivariate statistics is multivariate analysis. Multivariate statistics are about understanding the different purposes and backgrounds of each of the different forms of multivariate analysis.

INTO JAPANESE

多変量統計は、複数の結果変数の同時観測と分析を含む統計の下位区分です。多変量統計のアプリケーションは、多変量解析です。多変量統計は、多変量解析のさまざまな形式のそれぞれのさまざまな目的と背景を理解することに関するものです

BACK INTO ENGLISH

Multivariate statistics are a subdivision of statistics that include simultaneous observation and analysis of multiple outcome variables. The application for multivariate statistics is multivariate analysis. Multivariate statistics are about understanding the different purposes and backgrounds of each of the different forms of multivariate analysis.