On the Estimation of Location Parameters in the Multivariate One Sample and Two Sample Problems (Classic Reprint) - Softcover

Madan Lal Puri

 
9780243093885: On the Estimation of Location Parameters in the Multivariate One Sample and Two Sample Problems (Classic Reprint)

Synopsis

This book introduces readers to the field of multivariate statistics by exploring the research of the author as they endeavor to develop non-parametric methods for robust estimation in multivariate location parameters. The author examines the problem of estimating the vectors of location parameters in multivariate one and two-sample problems and presents a new approach based on the multivariate rank-order statistics explored in their previous work on testing problems. Via theorems and proofs, the distribution of these estimators is shown to be symmetric with respect to the parameters being estimated and is invariant to translation, robust, and asymptotically normal, making this an invaluable resource for researchers.

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