Modelling Generalized Linear (Loglinear) Models for Raters Agreement Measure : With Complete and Missing Values Cases
Book Details
Format
Paperback / Softback
Book Series
Anwendungsorientierte Statistik
ISBN-10
3631543689
ISBN-13
9783631543689
Publisher
Peter Lang AG
Imprint
Peter Lang AG
Country of Manufacture
DE
Country of Publication
GB
Publication Date
Dec 6th, 2005
Print length
256 Pages
Weight
350 grams
Dimensions
15.00 x 20.90 x 1.90 cms
Product Classification:
Data analysis: generalSociology & anthropologyMedicine: general issues
Ksh 9,250.00
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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.
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