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 A New Outlier Identification Test for Method Comparison Studies The LORELIA Residual Test.
Наименование:

A New Outlier Identification Test for Method Comparison Studies The LORELIA Residual Test.

автор Geraldine R. издательство Книга по Требованию Информационные технологии в экономике
Cтраниц 208        мягкая обложка       
Аннотация:In this work, a new outlier test based on robust linear regression is proposed which provides a general solution to the above problem. To overcome this problem, different data transformation methods are proposed in the literature. Method comparison studies are performed in order to prove equivalence between two measurement methods or instruments. The identification of outliers is an important part of data analysis as outliers can indicate serious errors in the measurement process. Outlier limits are estimated from the actual data situation without making assumptions on the underlying error variance model. Common outlier tests proposed in the literature require a homogeneous sample distribution and homoscedastic random error variances. The LORELIA (LOcal RELIAbility) residual test is based on a local, robust residual variance estimator, given as a weighted sum of the observed residuals. However, datasets in method comparison studies usually do not meet these assumptions. However, they will only be applicable if the random errors can be described by simple additive or multiplicative models. The performance of the new test is demonstrated in examples and simulations.
Автор: Geraldine R.
Издательство: Книга по Требованию
Год:2009
Цена:
3986 руб
Нет в наличии
Поиск: A New Outlier Identification Test for Method Comparison Studies The LORELIA Residual Test.
НОВЫЙ ГОД СИМВОЛ 2013 ГОДАУКРАШЕНИЯ
КАРНАВАЛ НА НОВЫЙ ГОД РАСПРОДАЖА
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Контроллинг. (Что? Зачем? Кому? Как?)

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