Symmetric and Asymmetric Distributions : Theoretical Developments and Applications

Symmetric and Asymmetric Distributions : Theoretical Developments and Applications

In recent years, the advances and abilities of computer software have substantially increased the number of scientific publications that seek to introduce new probabilistic modelling frameworks, including continuous and discrete approaches, and univariate and multivariate models. Many of these theor...

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Bibliographic Details
Other Authors: Gómez Déniz, Emilio (Editor)
Format: Book Chapter
Published: Basel, Switzerland MDPI - Multidisciplinary Digital Publishing Institute 2020
Subjects:
Humanities
Social interaction
positive and negative skewness
ordering
fitting distributions
Epsilon-skew-Normal
Epsilon-skew-Cauchy
bivariate densities
generalized Cauchy distributions
asymmetric bimodal distribution
bimodal
maximum likelihood
slashed half-normal distribution
kurtosis
likelihood
EM algorithm
flexible skew-normal distribution
skew Birnbaum-Saunders distribution
bimodality
maximum likelihood estimation
Fisher information matrix
maximum likelihood estimates
type I and II censoring
skewness coefficient
Weibull censored data
truncation
half-normal distribution
probabilistic distribution class
normal distribution
identifiability
moments
power-normal distribution
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