Loa-loa Mapping

The problem of combining prevalence data obtained using different diagnostics is an important problem that often arises in disease mapping and surveillance. We develop geostatistical models to combine prevalence data arising from multiple diagnostics. The focus of our application is mapping Loa loa to identify high risk areas for lymphatic filariasis an onchocerciasis treatment in Africa.