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Univariate distribution information


In statistics, a univariate distribution is a probability distribution of only one random variable. This is in contrast to a multivariate distribution, the probability distribution of a random vector (consisting of multiple random variables).

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Univariate distribution

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statistics, a univariate distribution is a probability distribution of only one random variable. This is in contrast to a multivariate distribution, the probability...

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Univariate

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properties of univariate polynomials that cannot be generalized to multivariate polynomials. In statistics, a univariate distribution characterizes one...

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Degenerate distribution

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[citation needed] The degenerate univariate distribution can be viewed as the limiting case of a continuous distribution whose variance goes to 0 causing...

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Normal distribution

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Cauchy, Student's t, and logistic distributions). For other names, see Naming. The univariate probability distribution is generalized for vectors in the...

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Multivariate normal distribution

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normal distribution, multivariate Gaussian distribution, or joint normal distribution is a generalization of the one-dimensional (univariate) normal...

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Multimodal distribution

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and discrete data can all form multimodal distributions. Among univariate analyses, multimodal distributions are commonly bimodal.[citation needed] When...

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Bernoulli distribution

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Mathematics, EMS Press, 2001 [1994]. Weisstein, Eric W. "Bernoulli Distribution". MathWorld. Interactive graphic: Univariate Distribution Relationships....

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Weibull distribution

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Weibull analysis The Weibull Distribution Reliability Analysis with Weibull Interactive graphic: Univariate Distribution Relationships Online Weibull...

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Binomial distribution

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media related to Binomial distributions. Interactive graphic: Univariate Distribution Relationships Binomial distribution formula calculator Difference...

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Pareto distribution

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The univariate Pareto distribution has been extended to a multivariate Pareto distribution. The likelihood function for the Pareto distribution parameters...

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Truncated normal distribution

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TruncatedNormal.jl: Compute mean and variance of the univariate truncated normal distribution (works far from the peak), retrieved 2017-12-06 Greene...

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Probability distribution

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encountered univariate probability distributions include the binomial distribution, the hypergeometric distribution, and the normal distribution. A commonly...

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Poisson distribution

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discrete compound Poisson distribution can be deduced from the limiting distribution of univariate multinomial distribution. It is also a special case...

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Errors and residuals

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is a series of observations from a univariate distribution and we want to estimate the mean of that distribution (the so-called location model). In this...

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Relationships among probability distributions

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(always?) these distributions are also stable distributions (see also Discrete-stable distribution). Examples of such univariate distributions are: normal...

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Complex normal distribution

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matrix C {\displaystyle C} . The standard complex normal is the univariate distribution with μ = 0 {\displaystyle \mu =0} , Γ = 1 {\displaystyle \Gamma...

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Cauchy distribution

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{\displaystyle Y=a^{T}X} should have a univariate Cauchy distribution. The characteristic function of a multivariate Cauchy distribution is given by: φ X ( t ) = e...

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Wigner semicircle distribution

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Norman L.; Kotz, Samuel; Balakrishnan, N. (1995). Continuous univariate distributions. Volume 2. Wiley Series in Probability and Mathematical Statistics:...

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Laplace distribution

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(1994) Continuous Univariate Distributions, Wiley. ISBN 0-471-58495-9. p. 60 Robert M. Norton (May 1984). "The Double Exponential Distribution: Using Calculus...

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Probability density function

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function is most commonly associated with absolutely continuous univariate distributions. A random variable X {\displaystyle X} has density f X {\displaystyle...

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Lomax distribution

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; Kotz, S.; Balakrishnan, N. (1994). "20 Pareto distributions". Continuous univariate distributions. Vol. 1 (2nd ed.). New York: Wiley. p. 573. J. Chen...

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Generalized beta distribution

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constraints and limits of the univariate distribution. Additional multivariate pdfs in the literature include the Dirichlet distribution (standard form) given...

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