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This paper is presenting a comparison of two methods to quantify uncertainties on production profiles for unconventional reservoirs: the traditional method with type curves fitting and statistical analysis and the geostatistical method with time series decomposition and geostatistical interpolation. Both are applied on a true case study with several hundred wells data base. The results are in favor of geostatistical approach which provides very promising validations. some way forwards are suggested.