عنوان
پدید آورنده
موضوع
رده
QA278.8 .L33 2003
QA278
.
8
.
L33
2003
کتابخانه
محل استقرار
0387955569
1441930558
9780387955568
9781441930552
dltt
Unified methods for censored longitudinal data and causality /
[Book]
Mark J. van der Laan, James M. Robins
New York :
Springer,
©2003
xii, 397 pages :
illustrations ;
24 cm
Springer series in statistics
Includes bibliographical references (pages 371-387) and indexes
"This book provides a fundamental statistical framework for the analysis of complex longitudinal data. It provides the first comprehensive description of optimal estimation techniques based on time-dependent data structures subject to informative censoring and treatment assignment in so-called semiparametric models. Semiparametric models are particularly attractive since they allow the presence of large unmodeled nuisance parameters. These techniques include estimation of regression parameters in the familiar (multivariate) generalized linear regression and multiplicative intensity models
They go beyond standard statistical approaches by incorporating all the observed data to allow for informative censoring, to obtain maximal efficiency, and by developing estimators of causal effects. It can be used to teach masters and Ph. D. students in biostatistics and statistics and is suitable for researchers in statistics with a strong interest in the analysis of complex longitudinal data."--Jacket
Censored observations (Statistics)
Estimation theory
Longitudinal method
Nonparametric statistics
Estimation, Théorie de l'
Méthode longitudinale
Statistique non paramétrique
QA
519
.
5/4
21
QA278
.
8
.
L33
2003
Laan, M. J. van der
Robins, James M
20160122235955.0
مطالعه متن کتاب [Book]
Y
