Report
Design of Order-of-Addition Experiments
| العنوان: | Design of Order-of-Addition Experiments |
|---|---|
| المؤلفون: | Peng, Jiayu, Mukerjee, Rahul, Lin, Dennis K. J. |
| سنة النشر: | 2018 |
| المجموعة: | Mathematics Statistics |
| مصطلحات موضوعية: | Mathematics - Statistics Theory |
| الوصف: | In an order-of-addition experiment, each treatment is a permutation of m components. It is often unaffordable to test all the m! treatments, and the design problem arises. We consider a model that incorporates the order of each pair of components and can also account for the distance between the two components in every such pair. Under this model, the optimality of the uniform design measure is established, via the approximate theory, for a broad range of criteria. Coupled with an eigen-analysis, this result serves as a benchmark that paves the way for assessing the efficiency and robustness of any exact design. The closed-form construction of a class of robust optimal fractional designs is then explored and illustrated. |
| نوع الوثيقة: | Working Paper |
| URL الوصول: | http://arxiv.org/abs/1805.04648 |
| رقم الانضمام: | edsarx.1805.04648 |
| قاعدة البيانات: | arXiv |
| الوصف غير متاح. |