Optimal design for probit choice models with dependent utilities
نویسندگان
چکیده
In this paper we derive locally D-optimal designs for discrete choice experiments based on multinomial probit models. These models include several explanatory variables as well a quantitative one. The commonly used logit model assumes independent utilities different options. Thus, optimal such may comprise sets, e.g., consisting of alternatives which are identical in all attributes but the variable. Obviously not appropriate many empirical experiments. It will be shown that supposing consist counterintuitive sets well. However, allowing dependent turn out to reasonable analyzing decisions using studies.
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ژورنال
عنوان ژورنال: Statistics
سال: 2021
ISSN: ['1029-4910', '0233-1888', '1026-7786']
DOI: https://doi.org/10.1080/02331888.2021.1888292