The probability or the probability density of the occurrence of a sample configuration (x1,…,xn), given the joint distribution f(x1,…, xn|θ), expressed as a function of θ conditional on the sample
where θ is a parameter or a vector of parameters of the distribution. In many applications the log-likelihood function, ℓ(θ) ≡ ln(L(θ)), is used.