Operational risk models commonly employ maximum likelihood estimation (MLE) to fit loss data to heavy-tailed distributions. Yet several desirable properties of MLE (eg, asymptotic normality) are ...
Asymptotic theory examines the limiting behaviour of probabilistic and statistical quantities as the sample size or problem dimension grows without bound. Key pillars include the law of large numbers, ...
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