Approximate skew normal distribution
We propose a new approximate skew normal distribution, it is easy to calculate, convenient, mathematically tractable and is in a closed form. It is particularly useful when the probability density function occurs in an expression to be used for further mathematical derivation or in programs for the...
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2010-10-01
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doaj-74199fc9a6d94a898435425ce6de39c62020-11-24T22:28:18ZengElsevierJournal of Advanced Research2090-12322090-12242010-10-011434135010.1016/j.jare.2010.06.004Approximate skew normal distributionSamir K. AshourMahmood A. Abdel-hameed We propose a new approximate skew normal distribution, it is easy to calculate, convenient, mathematically tractable and is in a closed form. It is particularly useful when the probability density function occurs in an expression to be used for further mathematical derivation or in programs for the skew normal distribution. Also, we propose approximate first moment second moment and variance to the skew normal distribution. A numerical comparison between exact and approximate values of pdf and cdf of the skew normal distribution is carried out. http://www.sciencedirect.com/science/article/pii/S209012321000069XSkew normal distributionSkewnessApproximationCumulative distribution function |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Samir K. Ashour Mahmood A. Abdel-hameed |
spellingShingle |
Samir K. Ashour Mahmood A. Abdel-hameed Approximate skew normal distribution Journal of Advanced Research Skew normal distribution Skewness Approximation Cumulative distribution function |
author_facet |
Samir K. Ashour Mahmood A. Abdel-hameed |
author_sort |
Samir K. Ashour |
title |
Approximate skew normal distribution |
title_short |
Approximate skew normal distribution |
title_full |
Approximate skew normal distribution |
title_fullStr |
Approximate skew normal distribution |
title_full_unstemmed |
Approximate skew normal distribution |
title_sort |
approximate skew normal distribution |
publisher |
Elsevier |
series |
Journal of Advanced Research |
issn |
2090-1232 2090-1224 |
publishDate |
2010-10-01 |
description |
We propose a new approximate skew normal distribution, it is easy to calculate, convenient, mathematically tractable and is in a closed form. It is particularly useful when the probability density function occurs in an expression to be used for further mathematical derivation or in programs for the skew normal distribution. Also, we propose approximate first moment second moment and variance to the skew normal distribution. A numerical comparison between exact and approximate values of pdf and cdf of the skew normal distribution is carried out.
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topic |
Skew normal distribution Skewness Approximation Cumulative distribution function |
url |
http://www.sciencedirect.com/science/article/pii/S209012321000069X |
work_keys_str_mv |
AT samirkashour approximateskewnormaldistribution AT mahmoodaabdelhameed approximateskewnormaldistribution |
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1725746827502813184 |