pgph.0000869.s004.tiff (8.93 MB)
Single predictor partial dependency plots for the covariates in the best fit model.
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posted on 2022-12-14, 18:27 authored by Gina E. C. Charnley, Sebastian Yennan, Chinwe Ochu, Ilan Kelman, Katy A. M. Gaythorpe, Kris A. MurrayShowing the relationships between A, monthly conflict events, B, access to sanitation, C, Palmers Drought Severity Index (PDSI) and D, Multidimensional poverty Index (MPI) and R.
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machine learning approachsecond highest numberenvironmental risk factorscholera outbreak risksanitation lessened vulnerabilitydecreasing poverty reducedcholera cases missednigeria cholera casespotential numberenvironmental extremescholera incidencecholera globallytherefore addsustainable developmentreducing povertypotential importancenumerous socioeconomicmonthly conflictsmain limitationlight systemlight scenariosless investigatedincreasing accessimprove healthhealthcare ).extreme eventsexisting vulnerabilitiesdisaster prevention
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