ROBUST INFERENCE FOR LOCATION PARAMETERS

Name: ROBUST INFERENCE FOR LOCATION PARAMETERS
Brand: VDM Verlag Dr. Müller
SKU: 9783639008524
Price: 1407 CZK
Availability: InStock

ONE- AND TWO-SAMPLE PROBLEMS

Autor: Bei Feng

Jazyk:

Vazba: Brožovaná

Vydavatel: VDM Verlag Dr. Müller

Dostupnost: U nakladatele na objednávku

Odesíláme za 17-27 dnů

1 407 Kč

Estimating measures of location is a fundamental§statistical problem. The sample mean is not always...

Informace o knize

Autor

Bei Feng

Jazyk

Angličtina

Vazba

Kniha - Brožovaná

Vydáno

2009

Stránek

124

EAN

9783639008524

Enbook ID

06810934

Vydavatel

VDM Verlag Dr. Müller

Rozměry

150 x 220 x 7

Kompletní popis

Estimating measures of location is a fundamental§statistical problem. The sample mean is not always a §good choice to estimate location because it is§not resistant to the influence of outliers. To treat§this problem in a precise manner when nonnormality is§present, we may use robust location estimates. In§this work, we present a number of robust location§functionals and deter- mine their breakdown point and§influence function. We study robust location§estimates such as the sample trimmed mean, the sample§Winsorized mean and estimates based on symmetric§quantiles. Confidence interval estimation and§hypothesis testing are examined from a robust§perspective. Both the one-sample case and the§two-sample case are considered, the latter under two§situations : independence and dependence. A few§practical examples illustrate the study. Some R§programmes are presented in this book.

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ROBUST INFERENCE FOR LOCATION PARAMETERS

ONE- AND TWO-SAMPLE PROBLEMS

Informace o knize

Kompletní popis

Mohlo by vás zajímat

Zákaznicí kteří koupili tuto knihu koupili také