Measurement Error: Models, Methods, and Applications (Chapman & Hall/CRC Interdisciplinary Statistics) - Hardcover

Buonaccorsi, John P.

Hardcover

ISBN 10: 1420066560 ISBN 13: 9781420066562

Verlag: Chapman and Hall/CRC, 2010

Inhaltsangabe

This work describes the impacts of measurement errors on naive analyses that ignore them and presents ways to correct for them across a variety of statistical models, from simple one-sample problems and misclassification in categorical models to regression models to more complex mixed and time series models. It covers correction methods based on known measurement error parameters, replication, internal or external validation data, and instrumental variables. The author includes examples using real-world data from epidemiology, ecology, and other disciplines and employs SAS-IML and Stata to implement many of the techniques in the examples.

Über diesen Titel

Über die Autorin bzw. den Autor

John P. Buonaccorsi is a professor in the Department of Mathematics and Statistics at the University of Massachusetts, Amherst.

Details zur Ausgabe

• Verlag: Chapman and Hall/CRC
• Erscheinungsdatum: 2010
• Sprache: Englisch
• ISBN 10: 1420066560
• ISBN 13: 9781420066562
• Einband: Tapa dura
• Auflage: 1
• Anzahl der Seiten: 464
• Herausgeber: Keiding Niels, Van Der Heijden Peter, Morgan Byron J.T., Speed Terry
• Kontakt zum Hersteller: Nicht verfügbar
• Verantwortliche Person: Nicht verfügbar