Handling respondent uncertainty in Choice Experiments: Evaluating recoding approaches against explicit modelling of uncertainty
نویسندگان
چکیده
منابع مشابه
Model-Based Approaches to Handling Uncertainty
A powerful approach for handling uncertainty in observations is to modify the statistical model of the data to appropriately reflect this uncertainty. For the task of noise robust speech recognition, this requires modifying an underlying ”clean” acoustic model to be representative of speech in a particular target acoustic environment. This chapter describes the underlying concepts of model-base...
متن کاملHandling Uncertainty in Analysis of Robust Design Experiments
In the analysis of robust design experiments, a model is typically t to experimental data, and then used to select levels of control variables that desensitize the response to uncontrollable variation. Usually , model uncertainty (and sometimes parameter uncertainty) is not formally accounted for in the optimization process. This can lead to unrealistic improvements, and perhaps even sub-optima...
متن کاملDependable Handling of Uncertainty
Uncertainty quantification is an important approach to modeling in the presence of limited information about uncertain quantities. As a result recent years have witnessed a burgeoning body of work in this field. The present paper gives some background, highlights some recent work, and presents some problems and challenges.
متن کاملA theory of robust experiments for choice under uncertainty
Thought experiments are commonly used in the theory of behavior in the presence of risk and uncertainty to test the plausibility of proposed axiomatic postulates. The prototypical examples of the former are the Allais experiments and of the latter are the Ellsberg experiments. Although the lotteries from the former have objectively specified probabilities, the participants in both kinds of expe...
متن کاملA Theory of Robust Experiments for Choice under Uncertainty
Thought experiments are commonly used in the theory of behavior in the presence of risk and uncertainty to test the plausibility of proposed axiomatic postulates. The prototypical examples of the former are the Allais experiments and of the latter are the Ellsberg experiments. Although the lotteries from the former have objectively specified probabilities, the participants in both kinds of expe...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
ژورنال
عنوان ژورنال: Journal of Choice Modelling
سال: 2009
ISSN: 1755-5345
DOI: 10.1016/s1755-5345(13)70007-1