In mathematics, unimodality means possessing a unique mode. More generally, unimodality means there is only a single highest value, somehow defined, of...
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Multimodal distribution (section Tests for unimodality)
(perfect unimodality). It is defined as A = U ( 1 − S − 1 K − 1 ) {\displaystyle A=U\left(1-{\frac {S-1}{K-1}}\right)} where U is the unimodality of the...
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Unimodal thresholding is an algorithm for automatic image threshold selection in image processing. Most threshold selection algorithms assume that the...
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Mode (statistics) (section Unimodal distributions)
continuous distribution is called multimodal (as opposed to unimodal). In symmetric unimodal distributions, such as the normal distribution, the mean (if...
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{\displaystyle n} , { n k } {\displaystyle \left\{{n \atop k}\right\}} is unimodal, that is, the sequence increases and then decreases. The maximum is attained...
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quasi-concavity, if S ⊂ R {\displaystyle S\subset \mathbb {R} } , is unimodality, in which there is a locally maximal value. Quasiconvex functions have...
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Median (section Unimodal distributions)
well-defined mean, such as the Cauchy distribution: The median of a symmetric unimodal distribution coincides with the mode. The median of a symmetric distribution...
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Read's conjecture is a conjecture, first made by Ronald Read, about the unimodality of the coefficients of chromatic polynomials in the context of graph...
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Hussain, Amir (September 2017). "A review of affective computing: From unimodal analysis to multimodal fusion". Information Fusion. 37: 98–125. doi:10...
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bound nearly all (i.e. 95%) of the values of a process output. Without unimodality Chebyshev's inequality would give a looser bound of 1/9 = 0.11111......
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Bibcode:1989NYASA.576..500S. doi:10.1111/j.1749-6632.1989.tb16434.x. Unimodality Logarithmically concave function Logarithmically concave measure v t...
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Nonparametric skew (section Unimodal distributions)
Gastwirth estimated the asymptotic variance of n−1/2D. If the distribution is unimodal and symmetric about 0, the asymptotic variance lies between 1/4 and 1....
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technique in computer science for finding the minimum or maximum of a unimodal function. Assume we are looking for a maximum of f ( x ) {\displaystyle...
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of these. For private transport by car, the parking lot functions as an unimodal hub. Historically, an interchange service in the scheduled passenger air...
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during his PhD studies, Huh proved the Read–Hoggar conjecture, about the unimodality of coefficients of chromatic polynomials in graph theory, which had been...
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degrees" – by Gilles Schaeffer. "Kathy O'Hara's Constructive Proof of the Unimodality of the Gaussian Polynomials" – by Doron Zeilberger. "Partition Bijections...
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desired[citation needed]. Chebyshev's inequality removes the assumption of unimodality at the price of a higher multiplier (about 4.5 for 95% confidence)[citation...
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hallucinations are the perception of erogenous or orgasmic stimuli. They may be unimodal or multimodal in nature and frequently involve sensation in the genital...
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Luus–Jaakola (redirect from Local unimodal sampling)
samples points randomly, using a uniform distribution on the box. For a unimodal function, the probability of reducing the objective function decreases...
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are: "symmetric", "skewed left" or "right", "unimodal", "bimodal" or "multimodal". Symmetric, unimodal Skewed right Skewed left Bimodal Multimodal Symmetric...
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The skewness value can be positive, zero, negative, or undefined. For a unimodal distribution (a distribution with a single peak), negative skew commonly...
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fingerprints. While unimodal biometric systems are limited by the integrity of their identifier, it is unlikely that several unimodal systems will suffer...
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and geometry which says that the integral of an integrable, symmetric, unimodal, non-negative function f over an n-dimensional convex body K does not decrease...
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(modality) of the data set used. Generative AI can be either unimodal or multimodal; unimodal systems take only one type of input, whereas multimodal systems...
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Chebyshev's inequality, concerns distance from the mean without requiring unimodality Concentration inequality – a summary of tail-bounds on random variables...
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psychedelic drugs LSD and psilocybin reduce the hierarchical differentiation of unimodal and transmodal cortex". bioRxiv. doi:10.1101/2020.05.01.072314. S2CID 233346402...
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Isotropic measure (section Unimodal measure)
measures in addition to the measure being isotropic. A unimodal measure (or isotropic unimodal measure) is any isotropic measure μ ( d z ) = μ 0 ( | z...
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x_{0}} about which the symmetry occurs. If a symmetric distribution is unimodal, the mode coincides with the median and mean. All odd central moments of...
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cases should fall within properly calculated three-sigma intervals. For unimodal distributions, the probability of being within the interval is at least...
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