no code implementations • 24 Jun 2016 • Bienvenue Kouwayè
This paper deals with prediction of anopheles number, the main vector of malaria risk, using environmental and climate variables.
no code implementations • 4 Nov 2015 • Bienvenue Kouwayè, Noël Fonton, Fabrice Rossi
In life sciences, the experts generally use empirical knowledge to recode variables, choose interactions and perform selection by classical approach.
no code implementations • 9 Sep 2015 • Bienvenue Kouwayè, Noël Fonton, Fabrice Rossi
Because the target variable is account variable and the lasso estimators are biased, variables selected by lasso are debiased by a GLM and used to predict the distribution of the main vector of malaria which is Anopheles.