✦ LIBER ✦

Robust Statistical Methods with R

✍ Scribed by Jureckova J., Picek J.

Book ID: 127448758
Year: 2005
Tongue: English
Weight: 2 MB
Category: Library

No coin nor oath required. For personal study only.

✦ Synopsis

Developed at Charles University in Prague, this graduate textbook explains the mathematical theory behind maximum likelihood estimators (M-estimators), L-estimators based on order statistics, R-estimators based on the ranks of their residuals, the multivariate location model, and some goodness-of-fit tests. Most of the chapters close with open source R language code for numerical illustrations and computations.

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