In the last years GAMLSS models were applied in many research fields representing a good solution to analyze data with huge variabilty. In this paper we propose a new approach to diagnostics in GAMLSS as an alternative to classical worm plot. An application will be shown where the class of GAMLSS is applied in order to detect the presence of liver fibrosis as a function of patients risk factors.
Marletta A, Sciandra M. (2015). Diagnostic tools for GAMLSS fitted objects. In Book of abstract of the 10th Scientific Meeting of the Classification and Data Analysis Group of the Italian Statistical Society (pp. 451-454).
Diagnostic tools for GAMLSS fitted objects
MARLETTA, Andrea;SCIANDRA, Mariangela
2015-01-01
Abstract
In the last years GAMLSS models were applied in many research fields representing a good solution to analyze data with huge variabilty. In this paper we propose a new approach to diagnostics in GAMLSS as an alternative to classical worm plot. An application will be shown where the class of GAMLSS is applied in order to detect the presence of liver fibrosis as a function of patients risk factors.
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