
Several consistency notions are available for a lower prevision P assessed on a set D of gambles (bounded random variables), ranging from the well known coherence to convexity and to the recently introduced 2-coherence and 2-convexity. In all these instances, a procedure with remarkable features, called (coherent, convex, 2-coherent or 2-convex) natural extension, is available to extend P, preserving its consistency properties, to an arbitrary superset of gambles. We analyse the 2-coherent and 2-convex natural extensions, E_2 and E_2c respectively, showing that they may coincide with the other extensions in certain, special but rather common, cases of `full' conditional lower prevision or probability assessments. This does generally not happen if P is a(n unconditional) lower probability on the powerset of a given partition and is extended to the gambles defined on the same partition. In this framework we determine alternative formulae for E_2 and E_2c. We also show that E_2c may be nearly vacuous in some sense, while the Choquet integral extension is 2-coherent if P is, and bounds from above the 2-coherent natural extension. Relationships between the finiteness of the various natural extensions and conditions of avoiding sure loss or weaker are also pointed out.
34 pages
2-convex lower prevision, Choquet integral extension, Logic, Probability (math.PR), coherent lower previsions, 2-convex lower previsions, natural extensions, Axioms; other general questions in probability, Natural extension, convex lower previsions, Artificial Intelligence, Convex lower prevision, 2-coherent lower previsions; 2-convex lower previsions; Choquet integral extension; Coherent lower previsions; Convex lower previsions; Natural extensions; Logic; Artificial Intelligence, FOS: Mathematics, 60A05, 68T37, Coherent lower prevision, 2-coherent lower previsions, Mathematics - Probability, 2-coherent lower prevision
2-convex lower prevision, Choquet integral extension, Logic, Probability (math.PR), coherent lower previsions, 2-convex lower previsions, natural extensions, Axioms; other general questions in probability, Natural extension, convex lower previsions, Artificial Intelligence, Convex lower prevision, 2-coherent lower previsions; 2-convex lower previsions; Choquet integral extension; Coherent lower previsions; Convex lower previsions; Natural extensions; Logic; Artificial Intelligence, FOS: Mathematics, 60A05, 68T37, Coherent lower prevision, 2-coherent lower previsions, Mathematics - Probability, 2-coherent lower prevision
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