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RT Book, Whole SR Electronic DC OPAC T1 ISS-2012 Proceedings Volume On Longitudinal Data Analysis Subject to Measurement Errors, Missing Values, and/or Outliers / edited by Brajendra C. Sutradhar T2 Lecture Notes in Statistics A1 Sutradhar, Brajendra C. A1 SpringerLink (Online service) YR 2013 FD 2013 SP XIX, 209 p. 12 illus., 2 illus. in color K1 Statistics K1 Statistics K1 Statistics, general K1 Statistical Theory and Methods K1 Statistics for Life Sciences, Medicine, Health Sciences PB Springer New York : Imprint: Springer PP New York, NY SN 9781461468714 LA English (英語) CL DC23:519.5 NO 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 NO 書誌ID=1003003348; LK [E Book]http://dx.doi.org/10.1007/978-1-4614-6871-4 OL 30