Modelling Generalized Linear (Loglinear) Models for Raters Agreement Measure

Modelling Generalized Linear (Loglinear) Models for Raters Agreement Measure With Complete and Missing Values Cases - Anwendungsorientierte Statistik

Paperback (06 Dec 2005)

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Publisher's Synopsis

Raters have become an important source of measuring errors in recent time researches in nearly all the fields of human endeavour. Kappa-like statistics have been used to great advantages in almost every area of life and social sciences. However, these Kappa-like statistics have some shortcomings. In the book, some selected loglinear models are considered for raters agreement using generalized linear models (GLMs) approaches for complete and missing ratings. We observed that modelling the structure of agreement with some selected loglinear models is more appropriate for raters agreement than any of the Kappa-like statistics. Two methods (Likelihood and Data-based approaches) proposed for estimation of parameter for missing ratings in this book can also be viewed as means of multiple imputations.

Book information

ISBN: 9783631543689
Publisher: Lang, Peter, GmbH, Internationaler Verlag der Wiss
Imprint: Peter Lang Edition
Pub date:
Language: English
Number of pages: 256
Weight: 350g
Height: 150mm
Width: 209mm
Spine width: 19mm