Robust Statistical Methods with R

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Mathematics - Probability
Robust Statistical Methods with R

Robust Statistical Methods with R

Jureckova J., Picek J.

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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.

Категории:

Mathematics - Probability

Година:

2005

Език:

english

Страници:

216

Файл:

RAR, 2.07 MB

IPFS:

english, 2005