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Ordinal regression for modelling the family well- being among the Malaysians
Item Type: Article
Editor:
Year: 30/06/2021
Abstract: Understanding factors which affect the level of family well-being is important as it contributes to effective decision making among the policymakers to improve the family lives as well as to strengthen the family institution. This study develops an ordinal regression model which identifies demographic, economic and social factors that are significant in explaining the status of family well-being.
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Determining important factors in Malaysian family well-being using tree-based classification techniques
Item Type: Book Section
Editor:
Year: 00/05/2021
Abstract: Tree-based classification techniques were used to identify the crucial factors influencing the Malaysian family well-being. Data from the nationwide survey, conducted by the National Population and Family Development Board (NPFDB) of Malaysia in 2011 were used for the analysis. Two types of tree-based classification techniques, which are the decision tree and bagging decision tree, were considered for this study.
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