ISS-2012 proceedings volume on longitudinal data analysis subject to measurement errors, missing values, and/or outliers / / Brajendra C. Sutradhar, editor

• Pubblicazione: New York, : Springer Science, 2013
• Edizione: 1st ed. 2013.
• Descrizione fisica: 1 online resource (224 p.)
• Disciplina: 300.72; 519.535
• Soggetto topico: Analysis of variance; Longitudinal method
• Altri autori: SutradharBrajendra Chandra <1952->
• Note generali: Description based upon print version of record.
• Nota di bibliografia: Includes bibliographical references.
• Nota di contenuto: Longitudinal Data Analysis Subject to Measurement Error -- Longitudinal Data Analysis Subject to Missing Values -- Longitudinal Data Analysis Subject to Outliers.
• Sommario/riassunto: 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.
• Titolo autorizzato: ISS-2012 proceedings volume on longitudinal data analysis subject to measurement errors, missing values, and
• ISBN: 1-4614-6871-X
• Formato: Materiale a stampa
• Livello bibliografico: Monografia
• Lingua di pubblicazione: Inglese
• Record Nr.: 9910438144703321
• Lo trovi qui: Univ. Federico II
• Serie: Lecture Notes in Statistics - Proceedings, . 1869-7240 ; ; 211