Prediction of risk of sepsis based on deviance in MGLM

Warning

This publication doesn't include Faculty of Arts. It includes Faculty of Science. Official publication website can be found on muni.cz.

Authors	HRDLIČKOVÁ Zuzana
Year of publication	2006
Type	Article in Proceedings
Conference	IWSM 2006, Proceedings of the 21st International Workshop on Statistical Modelling
MU Faculty or unit	Faculty of Science
Citation
Field	Applied statistics, operation research
Keywords	Multivariate generalized linear model; deviance; power; genetic prediction
Description	When analysing the risk of sepsis the multivariate generalized linear model (MGLM) can be employed. The paper describes an application of analysis of deviance to testing the influence of two studied polymorphism of genes. Power of the test based on deviance and its asymptotic approximation is also considered.
Related projects:	Genetic risk prediction to sepsis in children Dynamic Geovisualisation in Crises Management Statistical dynamical models and their applications in economics, technicques and natural sciences