15–19 Sept 2024
Leuven, Belgium
Europe/Berlin timezone

Testing Statistical Software as a Designed Experiment

18 Sept 2024, 09:40
20m
Leuven, Belgium

Leuven, Belgium

Janseniusstraat 1, 3000 Leuven

Speaker

Ryan Lekivetz (JMP)

Description

Validating statistical software involves a variety of challenges. Of these, the most difficult is the selection of an effective set of test cases, sometimes referred to as the “test case selection problem”. To further complicate matters, for many statistical applications, development and validation are done by individuals who often have limited time to validate their application and may not have formal training in software validation techniques. As a result, it is imperative that the adopted validation method is efficient, as well as effective, and it should also be one that can be easily understood by individuals not trained in software validation techniques. As it turns out, the test case selection problem can be thought of as a design of experiments (DOE) problem.

Type of presentation Talk
Classification Mainly methodology
Keywords Design of Experiments, Software Engineering, Testing

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