کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
476846 1446074 2012 9 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
Nonparametric predictive utility inference
موضوعات مرتبط
مهندسی و علوم پایه مهندسی کامپیوتر علوم کامپیوتر (عمومی)
پیش نمایش صفحه اول مقاله
Nonparametric predictive utility inference
چکیده انگلیسی

We consider the natural combination of two strands of recent statistical research, i.e., that of decision making with uncertain utility and that of Nonparametric Predictive Inference (NPI). In doing so we present the idea of Nonparametric Predictive Utility Inference (NPUI), which is suggested as a possible strategy for the problem of utility induction in cases of extremely vague prior information. An example of the use of NPUI within a motivating sequential decision problem is also considered for two extreme selection criteria, i.e., a rule that is based on an attitude of extreme pessimism and a rule that is based on an attitude of extreme optimism.


► A normative decision theory for when preferences are uncertain.
► Development/application of low-structure ‘data driven’ inferential belief model.
► Suggestive (bounds) for choice rule in a sequential problem with uncertain preferences.

ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: European Journal of Operational Research - Volume 221, Issue 1, 16 August 2012, Pages 222–230
نویسندگان
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