We adopted a Bayesian random effect model for child anaemia withdistrict as spatial effect using the 2010 Malawi demographic healthy survey data.We fitted the binary logistic model for the two categories outcome (anaemia(Hb < 11), and no anaemia (Hb ≥ 11)). The gene discussed is GSTM1; the disease is anemia.