imprecise probability การใช้

• Levi is known for his pioneering work in belief revision and imprecise probability.
• Imprecise probability is understood in a very wide sense.
• Interval finite element method can be also applied in the theory of imprecise probability.
• PLN represents truth values as intervals, but with different semantics than in Imprecise Probability Theory.
• "' Credal networks "'are probabilistic graphical models based on imprecise probability.
• The way this credal set is defined depends on the particular notion of independence for imprecise probability adopted.
• The agent then tries to satisfice the expected utility and to maximize the robustness against uncertainty in the imprecise probabilities.
• The allowance for imprecision, or a gap between a decision maker's upper and lower previsions, is the primary difference between precise and imprecise probability theories.
• Imprecise probability models are needed in inference problems where the relevant information is scarce, vague or conflicting, and in decision problems where preferences may also be incomplete.
• The "'theory of belief functions "', also referred to as "'evidence theory "'or "'Dempster Shafer theory "'( "'DST "'), is a general framework for reasoning with uncertainty, with understood connections to other frameworks such as probability, possibility and imprecise probability theories.