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Alternative approaches for creating a wealth index: the case of Mozambique.

Kexin XieAchla MaratheXinwei DengPaula Ruiz-CastilloSaimado ImputiuaEldo EloboloboVictor MutepaMussa SalePatricia NicolasJulia MontanaEdgar JamisseHumberto MunguambeFelisbela MaterrulaAina CasellasRegina RabinovichFrancisco SauteCarlos J ChaccourCharfudin SacoorCassidy Rist
Published in: BMJ global health (2023)
This study creates a wealth index for Mopeia, Mozambique, and shows that DHS method based wealth index is an appropriate proxy for the SEP in low-income regions. However, this research recommends feature selection PCA over the DHS method since it uses fewer asset indicators and constructs a high-quality wealth index.
Keyphrases
  • deep learning