The aim of the present study was to examine the relationships of haemoglobin (Hb) concentration and anaemia with common parasitic infections, including malaria, hookworm, Ascaris lumbricoides, Trichuris trichiura and Schistosoma mansoni in school children in western Kenya through Bayesian hierarchical modelling. The gene discussed is GSTM1; the disease is malaria.