Please suggest books on multivariate analysis

Thread starter mallikarjun.y
Start date Nov 13, 2014
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Analysis Books Multivariate Multivariate analysis

In summary, Multivariate analysis is a statistical method used to analyze data that involves multiple variables or factors. It helps researchers to gain a deeper understanding of complex data, identify patterns and relationships, and make accurate predictions. Some common techniques used in multivariate analysis include principal component analysis, factor analysis, cluster analysis, and discriminant analysis. It has various applications in fields such as psychology, economics, biology, and marketing, and there are several books available to gain a comprehensive understanding of this method.

Nov 13, 2014

mallikarjun.y

Please suggest, book on 'Partial Least Square.'

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Nov 14, 2014

jedishrfu

Mentor

Insights Author

There's some references at the bottom of the Wikipedia article that may be of interest

http://en.m.wikipedia.org/wiki/Partial_least_squares_regression

Nov 15, 2014

mallikarjun.y

Thank you. My attention never went there..

Related to Please suggest books on multivariate analysis

1. What is multivariate analysis?

Multivariate analysis is a statistical method used to analyze data that involves multiple variables or factors. It helps to understand the relationships between different variables and how they may affect each other.

2. Why is multivariate analysis important?

Multivariate analysis is important because it allows researchers to gain a deeper understanding of complex data and identify patterns and relationships between multiple variables. It also helps to make accurate predictions and draw meaningful conclusions from data.

3. What are some common techniques used in multivariate analysis?

Some common techniques used in multivariate analysis include principal component analysis, factor analysis, cluster analysis, and discriminant analysis. These techniques help to reduce the dimensionality of data and identify underlying patterns and relationships.

4. What are some applications of multivariate analysis?

Multivariate analysis has various applications in fields such as psychology, economics, biology, and marketing. It is used to analyze consumer behavior, market trends, genetic data, and more to make informed decisions and predictions.

5. Can you suggest any books on multivariate analysis?

Some popular books on multivariate analysis include "Multivariate Data Analysis" by Hair et al., "Applied Multivariate Statistical Analysis" by Johnson and Wichern, and "Discovering Statistics Using IBM SPSS Statistics" by Field. These books provide a comprehensive understanding of multivariate analysis techniques and their applications.