Although the proportion of extreme values is quite high - 8% in rural areas and 10% in urban areas - they don’t influence the model too much as the coefficients don’t vary much and the proportion of accurate predictions remains quite the same: respectively 85% and 83% with and without extreme values in urban areas, 75% and 73% in rural areas. The predictions are also run with the Probit models. This shows 85% and 75% of accurate predictions in urban and rural areas respectively, which matches the previous results.