Differentiate between deterministic and stochastic chain reserving techniques.

Reserving techniques are a crucial aspect of insurance operations. They help insurers to estimate their future liabilities and to ensure they have sufficient reserves to pay out claims when they become due. There are two main approaches to reserving: deterministic and stochastic. In this response, we will differentiate between these two techniques and provide examples of how they are used.

Deterministic Chain Reserving Techniques:

Deterministic chain reserving techniques involve using statistical models to forecast future losses based on past trends. These techniques are generally used when historical data is reliable and can be used to predict future outcomes with a reasonable degree of accuracy. Deterministic methods are often used for reserving for long-tail lines of business, such as workers' compensation, where the time between the occurrence of a loss and the settlement of ______ _________ __________ _____ _________ ________ __________ _____ __________.
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