The Statistical Approach

Assume that we have observed data D = x which was the result of a random experiment X (or can be approximated as such). The data are then modelled using 1. A sample space, \(\mathcal{X}\) for the observed value of x 2. A probability density function for X at x, f(x; θ) 3. A parameter space for θ, \(\Theta \)