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Semiparametric Theory and Missing Data

Semiparametric Theory and Missing Data

Anastasios Tsiatis

267,29 €
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Editorial:
Springer Nature B.V.
Año de edición:
2006
Materia
Probabilidad y estadística
ISBN:
9780387324487

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This book summarizes current knowledge regarding the theory of estimation for semiparametric models with missing data, in an organized and comprehensive manner. It starts with the study of semiparametric methods when there are no missing data. The description of the theory of estimation for semiparametric models is both rigorous and intuitive, relying on geometric ideas to reinforce the intuition and understanding of the theory. These methods are then applied to problems with missing, censored, and coarsened data with the goal of deriving estimators that are as robust and efficient as possible.

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