1. Chontales, Atl�ntico Sur (RAAS) and Jinotega of Nicaragua; Independencia and Pedernales of the Dominican Republic; and Hodh El GharbiInchiri of Mauritania. The population share of the Northern region of Somalia was more than 20 percent and so Somalia was eliminated. The rest of the regions failed the test;The sub-national regions that failed the bias test (apart from the Northern region of Somalia) are Atl�ntico Norte (RAAN)
2. "National Area-Based Development Programme : phase two (2006-2008) / Islamic Republic of Afghanistan. "
3. Vanuatu) and updated figures for 20 countries for which more recent data is now available;For further details on updates in MPI 2011 see Alkire,2011