Analysis and Comparison of Experimental Designs:

Abstract

This thesis offers an in-depth exploration of both classical and computer-based experimental designs, emphasizing their evaluation based on optimality criteria. A detailed comparison of experimental designs is conducted based on optimality criteria such as discrepancy, distances, and entropy. Particular emphasis is placed on the application of these designs in numerical experiments, including those based on Strauss and marked point processes, providing a com- prehensive overview of their use in diverse contexts. Keywords: Experimental designs, computer designs, optimality criteria, factorial designs, marginal designs.