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Unified Methods for Censored Longitudinal Data and Causality (Springer Series in Statistics)

Mark J. van der Laan, James M Robins




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 | #3030888 in Books |  M J Van Der Laan |  2003-01-14 | Original language:English | PDF # 1 |  9.21 x.94 x6.14l,1.59 | File type: PDF | 399 pages

 | Unified Methods for Censored Longitudinal Data and Causality

||2 of 2 people found the following review helpful.| Wonderful Book--Full of Insight and Practical Value|By Avid Reader|This book is a major contribution to the field of causal inference. A general
methodology for estimating the magnitude of cause-effect relationships from
observational data is presented, with many examples. The book is written at
a high level, and requires mathematical maturity and a solid foundat

A fundamental statistical framework for the analysis of complex longitudinal data is provided in this book. It provides the first comprehensive description of optimal estimation techniques based on time-dependent data structures. The techniques go beyond standard statistical approaches and can be used to teach masters and Ph.D. students. The text is ideally suitable for researchers in statistics with a strong interest in the analysis of complex longitudinal data.

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