Measurement Error: Models, Methods, and Applications

Morgan, Byron J.T. (Series edited by)/ Keiding, Niels (Series edited by)/ Van der Heijden, Peter (Series edited by)/ Speed, Terry (Series edited by)/ Buonaccorsi, John P. (Author)

ISBN 10: 1420066560 / ISBN 13: 9781420066562

Verlag: Chapman & Hall, 2010

1st edition. 463 pages. 9.57x6.42x1.14 inches. In Stock. This item is printed on demand. Bestandsnummer des Verkäufers __1420066560

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 die Autorin bzw. den Autor:

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

Bibliografische Details

Titel: Measurement Error: Models, Methods, and ...
Verlag: Chapman & Hall
Erscheinungsdatum: 2010
Einband: Hardcover
Zustand: Brand New