Analýza faktorů asociovaných s vícečetnými příčinami smrti v Česku v roce 2018 pomocí XGBoost regrese a metody SHAP

Analýza faktorů asociovaných s vícečetnými příčinami smrti v Česku v roce 2018 pomocí XGBoost regrese a metody SHAP

This study focuses on the factors that are associated with recording multiple causes as the cause of death in Czechia. An XGBoost multiple regression is used in the analysis and its results are interpreted with SHAP values. The most significant factors associated with the number of causes of death,...

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Bibliographic Details
Main Authors: Bety Ukolova, Boris Burcin
Format: Article
Language:ces
Published: Czech Statistical Office 2024-03-01
Series:Demografie
Subjects:
multiple causes of death
death certificate
mortality
czechia
Online Access:https://csu.gov.cz/analyza-faktoru-asociovanych-s-vicecetnymi-pricinami-smrti-v-cesku-v-roce-2018-pomoci-xgboost-regrese-a-metody-shap
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https://csu.gov.cz/analyza-faktoru-asociovanych-s-vicecetnymi-pricinami-smrti-v-cesku-v-roce-2018-pomoci-xgboost-regrese-a-metody-shap

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