Global ETD Search
Search theses and dissertations gathered from participating repositories worldwide. Every result links back to the library that holds it. No account is needed.
Results
Showing 1 to 4 of 4 for “"Bayesian Optimal Design"”.
-
Bayesian Adaptive Designs For Proof-of-Concept Trials and Platform Trials
… It’s crucial to develop novel phase II trial designs to accomplish different objectives for different types of trials. This research mainly focuses on Bayesian adaptive designs for phase II trials. Three types of trials are discussed in which traditional designs may encounter limitations, and …
-
Bayesian optimal single-stratum and multistratum designs with high parameter estimation efficiency
Most optimality criteria considered in the literature are model-based criteria that rely on having an assumed model to select an optimal design for the experiment. Having a specified model prior to experimentation might not be feasible in reality. Bayesian optimality criteria has been in the …
-
Bayesian D-Optimal Design for Generalized Linear Models
Bayesian optimal designs have received increasing attention in recent years, especially in biomedical and clinical trials. Bayesian design procedures can utilize the available prior information of the unknown parameters so that a better design can be achieved. However, a difficulty in dealing with …
-
Bridging Machine Learning and Experimental Design for Enhanced Data Analysis and Optimization
Experimental design is a powerful tool for gathering highly informative observations using a small number of experiments. The demand for smart data collection strategies is increasing due to the need to save time and budget, especially in online experiments and machine learning. However, the …