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Approximate Null Distribution of the Largest Root in Multivariate Analysis by Johnstone, Iain M. is a scholarly article available to read on EtoBox.

What is Approximate Null Distribution of the Largest Root in Multivariate Analysis about?

The greatest root distribution occurs everywhere in classical multivariate analysis, but even under the null hypothesis the exact distribution has required extensive tables or special purpose software. We describe a simple approximation, based on the Tracy--Widom distribution, that in many cases can be used instead of tables or software, at least for initial screening. The quality of approximation is studied, and its use illustrated in a variety of setttings.

Author

Johnstone, Iain M.

Published

2010

Language

EN