ENBIS-24 Leuven Conference

Session

Design of experiments 3

18 Sept 2024, 10:05

Leuven, Belgium

Conveners

Design of experiments 3

• Steven Gilmour (King's College London)

13. Online Multi-factor Screening Experiments with Bandit Allocation

David Steinberg (Tel Aviv University)

18/09/2024, 10:05

DoE

Online experimentation is a way of life for companies involved in information technology and e-commerce. These experiments allocate visitors to a website to different experimental conditions to identify conditions that optimize important performance metrics. Most online experiments are simple two-group comparisons with complete randomization. However, there is great potential for improvement...

16. Optimal designs for mixture choice experiments by Simulated Annealing

Yicheng Mao (Maastricht University)

18/09/2024, 10:25

DoE

Mixture choice experiments investigate people's preferences for products composed of different ingredients. To ensure the quality of the experimental design, many researchers use Bayesian optimal design methods. Efficient search algorithms are essential for obtaining such designs, yet research in the field of mixture choice experiments is still not extensive. Our paper pioneers the use of a...

30. Testing Statistical Software as a Designed Experiment

Ryan Lekivetz (JMP)

18/09/2024, 10:45

DoE

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...