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Sharpening jensen's inequality

Webband its reverse version. We also sharpen Jensen's inequalities for positive isotonic linear functionals. 1. Introduction. In the articles [1] and [2] sharpenings of the inte-gral versions of Holder's and Jensen's inequalities were obtained. Here we improve these results using a positive isotonic functional leading WebbJensen’s inequality is a fundamental inequality in mathematics anditunderliesmanyimportantstatisticalproofsandconcepts. …

Sharpening Hölder

WebbThe widely used Jensen’s inequality for convex functions, attributed to Danish mathematician Johan Jensen, dates back to 1906[12]. The literature contains numerous bounds on the Jensen gap, defined as J (f,X ∼ P) = E[f (X)] − f (E[X]), where X is a random variable with distribution P, and the function f might be convex or nonconvex [20]. tryphaina site ok https://cdmestilistas.com

[1707.08644] Sharpening Jensen

Webb1 sep. 2024 · This post is all about Jensen’s inequality, an elementary but powerful result about convex functions. It comes up all over the place in mathematics, probably because the concept of convexity is itself so fundamental. I ran into it recently as I was thinking about relative entropy and why it is so well behaved; I think a lot of it comes down to the … Webbelifesciences.org WebbNow, by Jensen’s inequality with weights 1 = = n= 1 n, we have 1 n x 1 p 1 x 1 + x 2 p 1 x 2 + + x n p 1 x n f x 1 + x 2 + + x n n = f 1 n = 1=n p 1 1=n which simpli es to the inequality we wanted. 2.4 The AM-GM inequality The rst example we did can be generalized to a result called the AM-GM (Arithmetic Mean-Geometric Mean) inequality. It ... phillip island linen hire

A Gentle Introduction to Jensen’s Inequality - Machine …

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Sharpening jensen's inequality

Sharpening Jensen

WebbSharpening Jensen's Inequality. J. G. Liao and Arthur Berg. The American Statistician, 2024, vol. 73, issue 3, 278-281 . Abstract: This article proposes a new sharpened version of Jensen's inequality. The proposed new bound is simple and insightful, is broadly applicable by imposing minimum assumptions, and provides fairly accurate results in spite of its … WebbIn particular, just as the Jensen inequality becomes an equality when ϕ is linear, for the new inequality we obtain an equality also when ϕ is quadratic. At the heart of the paper is an apparent new technique for improving classical inequalities based on nonlinear functions. MSC codes analytic function convex function Jensen gap power series

Sharpening jensen's inequality

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WebbThe main aim of this paper is to give an improvement of the recent result on the sharpness of the Jensen inequality. The results given here are obtained using different Green … Webb19 nov. 2024 · Jensen's inequality的背景是独特的形象化的。 但凡看的的懂图像的人,都能从函数图像上直观的感受到这个不等式是自然成立的,而这正是优秀的数学工作的特点——简洁而不平凡。 通过它还可证明基本不等式,只需构造简单的函数关系即可,非常简单明了。 除了居高临下看过往,它还可高瞻远瞩建桥梁。 Young's inequality也可 …

http://personal.psu.edu/asb17/papers2/Liao,Berg_2024_The-American-Statistician.pdf WebbIn this paper we introduce a new mapping connected with the classical inequality due to Jensen and point out its main properties. Some applications related to well-known inequalities are also established.

WebbSharpening Jensen's Inequality Published in: The American Statistician, June 2024 DOI: 10.1080/00031305.2024.1419145: Authors: J. G. Liao, Arthur Berg View on publisher site Alert me about new mentions. Twitter Demographics. The data shown below were collected from the profiles of 4 tweeters who shared this research output. Webb18 dec. 2024 · The prime purpose of this paper is to provide a refinement of Jensen’s inequality in connection with a positive finite sequence. We deal with the refinement for particular cases and point out the relation between the new result with earlier results of Jensen’s inequality. As results, we obtain refinements of the …

WebbDive into the research topics of 'Sharpening Jensen's Inequality'. Together they form a unique fingerprint. Sort by Weight Alphabetically Mathematics. Jensen's inequality 74%. Power Mean 38%. Moment generating function 34%. Presentation 24%. Calculus 23%. Form 12%. Business & Economics. Jensen's Inequality 100%. Moment ...

WebbJensen's Inequality Continuous Form It Application Interpolation Result We give a refinement of the converse Hölder inequality for functionals using an interpolation result for Jensen’s inequality. Additionally, we obtain similar improvements of the converse of the Beckenbach inequality. phillip island lighthouseWebbThis article proposes a new sharpened version of Jensen's inequality. The proposed new bound is simple and insightful, is broadly applicable by imposing minimum assumptions, … phillip island local paperWebb至于《数学分析》中对于函数凹凸的定义,也是由于历史原因有诸多版本。. 有兴趣的读者可以看看数学分析,而本文更侧重于Jensen inequality. 我们说. f(x)’>0\Leftrightarrow f(x)函数增. f(x)’<0\Leftrightarrow f(x)函数减. 以上内容初一甚至更早大家已经有所 … tryphan blue medicationWebb10 dec. 2024 · The main aim of this paper is to give an improvement of the recent result on the sharpness of the Jensen inequality. The results given here are obtained using … phillip island local newspaperWebbHowever, applying Jensen on log-sums in Ie and £(XIE» is not as straightforward. Some terms in these expressions involve negative log-sums and so Jensen is actually solving for an upper bound on those terms. If we want overall lower and upper bounds on Ie and £(XIE», we need to compute reverse-Jensen bounds. 5 Reverse-Jensen Bounds phillip island locksmithWebbSharpening Jensen's Inequality J. Liao, Arthur Berg Mathematics The American Statistician 2024 Abstract This article proposes a new sharpened version of Jensen's inequality. The proposed new bound is simple and insightful, is broadly applicable by imposing minimum assumptions, and provides… Expand 50 PDF View 1 excerpt, references background phillip island layoutWebbThe main aim of this paper is to give an improvement of the recent result on the sharpness of the Jensen inequality. The results given here are obtained using different Green functions and considering the case of the real Stieltjes measure, not necessarily positive. phillip island live stream