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Modelling Generalized Linear (Loglinear) Models for Raters Agreement Measure - Adebowale Olusola Adejumo

Modelling Generalized Linear (Loglinear) Models for Raters Agreement Measure

With Complete and Missing Values Cases
Buch | Softcover
2005
Peter Lang Gmbh, Internationaler Verlag Der Wissenschaften
978-3-631-54368-9 (ISBN)
CHF 119,95 inkl. MwSt
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.

The Author: Adebowale Olusola Adejumo was born in Igboora, Oyo State (Nigeria). He gained his OND in 1990 at The Polytechnic, Ibadan (Nigeria); both B. Sc. in 1995 and M. Sc. in 1998 at the University of Ilorin (Nigeria) and Ph. D. (Dr. rer. nat.) in 2005 at the University of München, all in Statistics. From 1999 to 2003 the author has been an Assistant Lecturer and since 2003 he has been a Lecturer II in the Department of Statistics at the University of Ilorin in Nigeria.

lt;i>Contents: Modelling - Generalized linear model - Loglinear model - Negative binomial - Raters - Agreement - Missing ratings - EM algorithms - PMAPS.

Erscheint lt. Verlag 6.12.2005
Reihe/Serie Anwendungsorientierte Statistik ; 9
Verlagsort Berlin
Sprache englisch
Maße 148 x 210 mm
Gewicht 340 g
Themenwelt Informatik Datenbanken Data Warehouse / Data Mining
Mathematik / Informatik Mathematik Wahrscheinlichkeit / Kombinatorik
Medizin / Pharmazie Allgemeines / Lexika
Sozialwissenschaften
Wirtschaft
Schlagworte Adebowale • Adejumo • agreement • cases • complete • Fehlende Daten • Generalized • helge • Kappa-Like Statistic • Linear • Loglinear • measure • Missing • Missing Value • Modelling • Models • Negative Binominal • Olusola • raters • Toutenburg • Urteilerübereinstimmung • Values • with
ISBN-10 3-631-54368-9 / 3631543689
ISBN-13 978-3-631-54368-9 / 9783631543689
Zustand Neuware
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