ABSTRACT

Statistics involves decision making of decisions based on empirical data. From the statistical perspective, the data are considered to be outcomes of a random variable X. The variable X is regarded as a member of a family of distributions: the specific member of the family is defined by the value of a parameter θ.As an illustration, the variable X may be viewed as belonging to a distribution with parameter θ = 3.2 from an exponential family.