Lecture Notes in Statistics - Proceedings

ISS-2012 Proceedings Volume On Longitudinal Data Analysis Subject to Measurement Errors, Missing Values, and/or Outliers

Editors: Sutradhar, Brajendra C. (Ed.)

  • Comprehensively covers state-of-the art statistical methods for interpretation of studies where data is missing, truncated, or ambiguous
  • Will contain special chapters on sensitivity analysis, which is an integral technique in gauging the impact of incorrect/missing data on a study or clinical trial  
  • Risk Analysis is covered in detail
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eBook $149.00
price for USA (gross)
  • ISBN 978-1-4614-6871-4
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  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Hardcover $199.00
price for USA
  • ISBN 978-1-4614-6870-7
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
Rent the ebook  
  • Rental duration: 1 or 6 month
  • low-cost access
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About this book

This proceedings volume contains nine selected papers that were presented in the International Symposium in Statistics, 2012 held at Memorial University from July 16 to 18. These nine papers cover three different areas for longitudinal data analysis, four dealing with longitudinal data subject to measurement errors, four on incomplete longitudinal data analysis, and the last one for inferences for longitudinal data subject to outliers. Unlike in the independence setup, the inferences in measurement errors, missing values, and/or outlier models, are not adequately discussed in the longitudinal setup. The papers in the present volume provide details on successes and further challenges in these three areas for longitudinal data analysis. This volume is the first outlet with current research in three important areas in the longitudinal setup. The nine papers presented in three parts clearly reveal the similarities and differences in inference techniques used for three different longitudinal setups. Because the research problems considered in this volume are encountered in many real life studies in biomedical, clinical, epidemiology, socioeconomic, econometrics, and engineering fields, the volume should be useful to the researchers including graduate students in these areas.

About the authors

Brajendra C. Sutradhar is a University Research Professor at Memorial University in St. John's, Canada. He organized the ISS-2009 as well, with its main theme on inferences in generalized linear longitudinal mixed models (GLLMMs), and edited the special issue of the Canadian Journal of Statistics (2010, Vol. 38, June issue, John Wiley) with seven selected papers from the symposium. He is author of the book Dynamic Mixed Models for Familial Longitudinal Data, published in 2011 by Springer, New York.

Table of contents (9 chapters)

  • Measurement Error Analysis from Independent to Longitudinal Setup

    Sutradhar, Brajendra C.

    Pages 3-32

  • Bias Reduction in Logistic Regression with Estimated Variance Predictors

    Thomas, Laine (et al.)

    Pages 33-51

  • Measurement Error in Dynamic Models

    Buonaccorsi, John P.

    Pages 53-76

  • Measurement Error in the Linear Dynamic Panel Data Model

    Meijer, Erik (et al.)

    Pages 77-92

  • Inference Progress in Missing Data Analysis from Independent to Longitudinal Setup

    Sutradhar, Brajendra C.

    Pages 95-116

Buy this book

eBook $149.00
price for USA (gross)
  • ISBN 978-1-4614-6871-4
  • Digitally watermarked, DRM-free
  • Included format: PDF, EPUB
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Hardcover $199.00
price for USA
  • ISBN 978-1-4614-6870-7
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
Rent the ebook  
  • Rental duration: 1 or 6 month
  • low-cost access
  • online reader with highlighting and note-making option
  • can be used across all devices
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Bibliographic Information

Bibliographic Information
Book Title
ISS-2012 Proceedings Volume On Longitudinal Data Analysis Subject to Measurement Errors, Missing Values, and/or Outliers
Editors
  • Brajendra C. Sutradhar
Series Title
Lecture Notes in Statistics - Proceedings
Series Volume
211
Copyright
2013
Publisher
Springer-Verlag New York
Copyright Holder
Springer Science+Business Media New York
eBook ISBN
978-1-4614-6871-4
DOI
10.1007/978-1-4614-6871-4
Hardcover ISBN
978-1-4614-6870-7
Series ISSN
1869-7240
Edition Number
1
Number of Pages
XIX, 209
Number of Illustrations and Tables
10 b/w illustrations, 2 illustrations in colour
Topics