ISBN-10:
1441930558
ISBN-13:
9781441930552
Pub. Date:
05/26/2011
Publisher:
Springer New York
Unified Methods for Censored Longitudinal Data and Causality / Edition 1

Unified Methods for Censored Longitudinal Data and Causality / Edition 1

by Mark J. van der Laan, James M Robins
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Overview

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.

Product Details

ISBN-13: 9781441930552
Publisher: Springer New York
Publication date: 05/26/2011
Series: Springer Series in Statistics
Edition description: Softcover reprint of hardcover 1st ed. 2003
Pages: 399
Product dimensions: 6.10(w) x 9.25(h) x 0.36(d)

Table of Contents

Introduction * General Methodology * Monotone Censored Data * Cross Sectional Data and Right Censored Data Combined * Multivariate Right Censored Multivariate Data * Unified Approach for Causal Inference and Censored Data

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