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Logarithmically convex function information


In mathematics, a function f is logarithmically convex or superconvex[1] if , the composition of the logarithm with f, is itself a convex function.

  1. ^ Kingman, J.F.C. 1961. A convexity property of positive matrices. Quart. J. Math. Oxford (2) 12,283-284.

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Logarithmically convex function

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In mathematics, a function f is logarithmically convex or superconvex if log ∘ f {\displaystyle {\log }\circ f} , the composition of the logarithm with...

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Logarithmically concave function

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In convex analysis, a non-negative function f : Rn → R+ is logarithmically concave (or log-concave for short) if its domain is a convex set, and if it...

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Convex function

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Karamata's inequality Logarithmically convex function Pseudoconvex function Quasiconvex function Subderivative of a convex function "Lecture Notes 2" (PDF)...

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Gamma function

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positive and logarithmically convex for positive z and whose value at 1 is 1 (a function is logarithmically convex if its logarithm is convex). Another characterisation...

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Quasiconvex function

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of a quasiconvex function that is neither convex nor continuous. Convex function Concave function Logarithmically concave function Pseudoconvexity in...

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Function of several complex variables

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properties of field of study of several complex variables, such as Logarithmically-convex, Hartogs's extension theorem, etc. , were given in the Reinhardt...

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Concave function

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a concave function is one for which the value at any convex combination of elements in the domain is greater than or equal to the convex combination...

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Convex hull

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In geometry, the convex hull, convex envelope or convex closure of a shape is the smallest convex set that contains it. The convex hull may be defined...

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Sigmoid function

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asymptotes as x → ± ∞ {\displaystyle x\rightarrow \pm \infty } . A sigmoid function is convex for values less than a particular point, and it is concave for values...

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Logarithmically concave measure

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measures is log-concave. Convex measure, a generalisation of this concept Logarithmically concave function Prékopa, A. (1980). "Logarithmic concave measures and...

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Absolutely and completely monotonic functions and sequences

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completely monotonic function, logarithmically completely monotonic function, strongly logarithmically completely monotonic function, strongly completely...

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Holomorphic function

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power series is not necessarily an open ball; these regions are logarithmically-convex Reinhardt domains, the simplest example of which is a polydisk....

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Barrier function

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of barrier functions are inverse barrier functions and logarithmic barrier functions. Resumption of interest in logarithmic barrier functions was motivated...

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Scoring rule

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and a convex class F {\displaystyle {\mathcal {F}}} of probability measures on ( Ω , A ) {\displaystyle (\Omega ,{\mathcal {A}})} . A function defined...

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LogSumExp

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this formula internally. LSE is convex but not strictly convex. We can define a strictly convex log-sum-exp type function by adding an extra argument set...

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Convex measure

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} Thus, a measure being 0-convex is the same thing as it being a logarithmically concave measure. The classes of s-convex measures form a nested increasing...

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Polygamma function

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) {\displaystyle \ln \Gamma (x)} is strictly convex. For m = 0 {\displaystyle m=0} , the digamma function, ψ ( x ) = ψ ( 0 ) ( x ) {\displaystyle \psi...

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Probabilistic soft logic

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_{i}(\mathbf {x} ,\mathbf {y} ))} is the partition function. This density is a logarithmically convex function, and thus the common inference task in PSL of...

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Beta distribution

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function of the shape parameters α and β. § Moments of logarithmically transformed random variables contains formulas for moments of logarithmically transformed...

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Functional equation

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functions that satisfy these conditions, but the gamma function is the unique one that is meromorphic in the whole complex plane, and logarithmically...

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Polydisc

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the term bidisc is sometimes used. A polydisc is an example of logarithmically convex Reinhardt domain. Poincare, H, Les fonctions analytiques de deux...

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Glossary of Riemannian and metric geometry

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caveat: many terms in Riemannian and metric geometry, such as convex function, convex set and others, do not have exactly the same meaning as in general...

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