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

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

Sutradhar, Brajendra C. (Ed.)

2013, XIX, 209 p. 12 illus., 2 illus. in color.

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  • 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

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.

Content Level » Graduate

Keywords » coarse data - data analysis - longitudinal data - measurement error - missing data - regression

Related subjects » Life Sciences, Medicine & Health - Statistical Theory and Methods - Statistics

Table of contents 

Longitudinal Data Analysis Subject to Measurement Error.- Longitudinal Data Analysis Subject to Missing Values.- Longitudinal Data Analysis Subject to Outliers.

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