Maronna R.A., Martin R.D., Yohai V.J. Robust Statistics Theory and Methods

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размер 2.43 МБ
добавлен 25 сентября 2011 г.

Chichester, John Wiley & Sons Ltd, 2006. - 417p.

Монография посвящена методам робастной статистики. Рассматриваются робастные меры положения и масштаба, характеристики степени робастности оценок и оптимальный уровень робастности, робастные оценки в задачах линейной регрессии, многомерного анализа, обобщенных линейных моделях, анализе временных рядов. Обсуждаются численные методы робастной статистики, асимптотические свойства оценок и реализация оценок в пакете S-Plus.
Для специалистов в области математической статистики и её применений.

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