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Unified Methods for Censored Longitudinal Data and Causality
Laan, Mark J. Van Der; Robins, James
€ 186.85
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Description for Unified Methods for Censored Longitudinal Data and Causality
Hardback. Presents a fundamental statistical framework for the analysis of complex longitudinal data. This title provides a description of optimal estimation techniques based on time-dependent data structures. Series: Springer Series in Statistics. Num Pages: 411 pages, 2 black & white illustrations, biography. BIC Classification: GPH; PBT. Category: (P) Professional & Vocational; (UP) Postgraduate, Research & Scholarly; (UU) Undergraduate. Dimension: 234 x 156 x 23. Weight in Grams: 817.
During the last decades, there has been an explosion in computation and information technology. This development comes with an expansion of complex observational studies and clinical trials in a variety of fields such as medicine, biology, epidemiology, sociology, and economics among many others, which involve collection of large amounts of data on subjects or organisms over time. The goal of such studies can be formulated as estimation of a finite dimensional parameter of the population distribution corresponding to the observed time- dependent process. Such estimation problems arise in survival analysis, causal inference and regression analysis. This book provides a fundamental ... Read more
During the last decades, there has been an explosion in computation and information technology. This development comes with an expansion of complex observational studies and clinical trials in a variety of fields such as medicine, biology, epidemiology, sociology, and economics among many others, which involve collection of large amounts of data on subjects or organisms over time. The goal of such studies can be formulated as estimation of a finite dimensional parameter of the population distribution corresponding to the observed time- dependent process. Such estimation problems arise in survival analysis, causal inference and regression analysis. This book provides a fundamental ... Read more
Product Details
Format
Hardback
Publication date
2003
Publisher
Springer-Verlag New York Inc. United States
Number of pages
411
Condition
New
Series
Springer Series in Statistics
Number of Pages
399
Place of Publication
New York, NY, United States
ISBN
9780387955568
SKU
V9780387955568
Shipping Time
Usually ships in 15 to 20 working days
Ref
99-15
Reviews for Unified Methods for Censored Longitudinal Data and Causality
From the reviews: "This book provides a rigourous statistical framework for the analysis of complex large longitudinal data. It provides a comprehensive description of optimal estimation techniques based on time-dependent data structures … . This is an excellent book for Ph.D. level students in Biostatistics and Statistics who have a strong background in mathematics. It ... Read more