Prediction of risk of sepsis based on deviance in MGLM
| Authors | |
|---|---|
| Year of publication | 2006 |
| Type | Article in Proceedings |
| Conference | IWSM 2006, Proceedings of the 21st International Workshop on Statistical Modelling |
| MU Faculty or unit | |
| 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. |
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