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Semiparametric Theory and Missing Data (Springer Series in Statistics)
Anastasios A. Tsiatis
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Description for Semiparametric Theory and Missing Data (Springer Series in Statistics)
Hardcover. This book summarizes current knowledge of the theory of estimation for semiparametric models with missing data, applying modern methods to missing, censored, and coarsened data with the goal of deriving estimators that are as robust and efficient as possible. Series: Springer Series in Statistics. Num Pages: 404 pages, biography. BIC Classification: PBT. Category: (P) Professional & Vocational. Dimension: 167 x 242 x 31. Weight in Grams: 760.
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.
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.
Product Details
Publisher
Springer
Format
Hardback
Publication date
2006
Series
Springer Series in Statistics
Condition
New
Weight
760g
Number of Pages
388
Place of Publication
New York, NY, United States
ISBN
9780387324487
SKU
V9780387324487
Shipping Time
Usually ships in 15 to 20 working days
Ref
99-15
Reviews for Semiparametric Theory and Missing Data (Springer Series in Statistics)
From the reviews: The author, who does not need an introduction...had presented with clarity how he views three different subjects within a unified approach for statistical inference....It is a long awaited book for a large audience of graduate students and researchers who have often found this subject matter daunting.... It is an easy decision ... Read more