Problems with Empirical Distributions
- loss development has to be estimated (undeveloped, unreported and reopened claims)
- losses come from different policies with different policy limits, causing bias in distribution
- may have to fit theoretical distribution to alleviate credibility problems at high values
- there might be cluster point at round numbers such as $25K, $50K, etc.