Optimal two-level designs for partial profile choice experiments
Soumen Manna, Ashish Das
TL;DR
This paper develops improved optimal two-level designs for partial profile choice experiments, extending previous work to larger choice set sizes and under various main effects models.
Contribution
It introduces new optimal designs for partial profile choice experiments with larger choice sets, broadening the applicability of existing methods.
Findings
Enhanced designs for choice sets larger than two.
Optimal designs under main effects and broader models.
Improved efficiency over previous designs.
Abstract
We improve the existing results of optimal partial profile paired choice designs and provide new designs for situations where the choice set sizes are greater than two. The optimal designs are obtained under the main effects models and the broader main effects model.
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Taxonomy
TopicsEconomic and Environmental Valuation · Optimal Experimental Design Methods · Consumer Market Behavior and Pricing