On some general class of modified skew normal distribution and its properties

In this paper, we propose a new class of modified skew-normal distribution as a special case of the modified skew-normal distribution proposed by Kumar and Anusree (2014) is considered. We explore some of its key properties by deriving explicit expressions for its distribution function, characteristic function, and other relevant aspects using special functions and simplified moment expressions. Also, its distributional and structural properties are investigated. Additionally, we address the estimation of parameters for this general class of distributions. Journal of Statistical Research 2025, Vol. 59, No. 1, pp. 31-45

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Journal
Journal of Statistical Research
Published
2025-08-19
DOI
https://doi.org/10.3329/jsr.v59i1.83682
Primary Topic
Statistical Distribution Estimation and Applications
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article
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article

On some general class of modified skew normal distribution and its properties

C. Satheesh Kumar, M. R. Anusree
Journal of Statistical Research
Statistical Distribution Estimation and Applications
article

On some general class of modified skew normal distribution and its properties

C. Satheesh Kumar, M. R. Anusree
article en

Abstract

In this paper, we propose a new class of modified skew-normal distribution as a special case of the modified skew-normal distribution proposed by Kumar and Anusree (2014) is considered. We explore some of its key properties by deriving explicit expressions for its distribution function, characteristic function, and other relevant aspects using special functions and simplified moment expressions. Also, its distributional and structural properties are investigated. Additionally, we address the estimation of parameters for this general class of distributions. Journal of Statistical Research 2025, Vol. 59, No. 1, pp. 31-45

Journal of Statistical ResearchVol. 59(1)
Government Medical College (IN), University of Kerala (IN)
Openalex Percentile: Top 80%
Statistical Distribution Estimation and Applications
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