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Viac informácií o knihe Local Variance Estimation for Uncensored and Censored Observations

• Parametre knihy
• Anotácia kniha
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Anotácia knihy

Paola Gloria Ferrario develops and investigates several methods of nonparametric local variance estimation. The first two methods use regression estimations (plug-in), achieving least squares estimates as well as local averaging estimates (partitioning or kernel type). Furthermore, the author uses a partitioning method for the estimation of the local variance based on first and second nearest neighbors (instead of regression estimation). Approaching specific problems of application fields, all the results are extended and generalised to the case where only censored observations are available. Further, simulations have been executed comparing the performance of two different estimators (R-Code available!). As a possible application of the given theory the author proposes a survival analysis of patients who are treated for a specific illness.

Parametre knihy

Zaradenie knihy Knihy po anglicky Mathematics & science Mathematics

• Celý názov: Local Variance Estimation for Uncensored and Censored Observations
• Autor: Paola Gloria Ferrario
• Jazyk: Angličtina
• Väzba: Brožovaná
• Počet strán: 130
• EAN: 9783658023133
• ISBN: 3658023139
• ID: 01688641
• Nakladateľ: Springer Fachmedien Wiesbaden
• Hmotnosť: 2006 g
• Rozmery: 210 × 148 × 211 mm
• Dátum vydania: 30. May 2013

Obľúbené z iného súdka

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