Detection and treatment of outliers for multivariate robust loss reserving
"Traditional techniques for calculating outstanding claim liabilities such as the chain ladder are notoriously at risk of being distorted by outliers in past claims data. Unfortunately, the literature in robust methods of reserving is scant, with notable exceptions … we put forward two alternative robust bivariate chain‑ladder techniques to extend the approach of Verdonck and Van Wouwe (2011)."