Class of Two-component Mixtures of Non-gaussian Symmetric Distributions with Zero Cumulant Coefficients
Based on a family of two-component mixtures of distributions, a class К of symmetric non-Gaussian distributions with zero cumulant coefficients s of order is defined. Formulas for finding the values of the mixture’s weight coefficient, at which the coefficients 4, 6 are equal to zero, are obtained. The dependence of the cumulant coefficient on the mixture’s weight coefficient 8 is researched, as a result of which the conditions, under which the mixture’s coefficient 8 is equal to zero, is determined. Formulas for finding of the mixture’s weight coefficient values, at which the coefficient 8 = 0, are obtained. Examples of symmetric non-Gaussian distributions with zero cumulant coefficients 4, 6, 8 are considered. A methodology for computer modeling of non-Gaussian random variables of the class К is given.
Authors
- A.I. Krasilnikov
Publication Details
- Journal
- Èlektronnoe modelirovanie
- Published
- 2025-08-07
- DOI
- https://doi.org/10.15407/emodel.47.04.021
- Primary Topic
- Bayesian Methods and Mixture Models
- Type
- article
- Field-Weighted Citation Impact
- 0.00