**Statistical inference** is the process of deducing properties of an underlying

distribution by analysis of data. Inferential statistical analysis infers properties about a

population: this includes testing hypotheses and deriving estimates. The population is assumed to be larger than the observed data set; in other words, the observed data is assumed to be

sampled from a larger population.