Zobrazeno 1 - 10
of 2 362
pro vyhledávání: '"skew-normal distribution"'
Autor:
Yang Du, Weihu Cheng
Publikováno v:
AIMS Mathematics, Vol 9, Iss 10, Pp 28698-28721 (2024)
In this paper, we enhanced change point detection in skew normal distribution models by integrating the EM algorithm's Q-function with the modified information criterion (MIC). The new QMIC framework improves sensitivity and accuracy in detecting cha
Externí odkaz:
https://doaj.org/article/cfeb664b83df4fc6a764bce7f078c01a
Publikováno v:
Axioms, Vol 13, Iss 11, p 782 (2024)
In this paper, we introduce the skew-symmetric generalized normal and the skew-symmetric generalized t distributions, which are skewed extensions of symmetric special cases of generalized skew-normal and generalized skew-t distributions, respectively
Externí odkaz:
https://doaj.org/article/825fbce596a34a03827ac7759b204de4
Publikováno v:
Stats, Vol 7, Iss 1, Pp 203-219 (2024)
Vascular-related diseases pose significant public health challenges and are a leading cause of mortality and disability. Understanding the complex structure of the vascular system and its processes is crucial for addressing these issues. Recent advan
Externí odkaz:
https://doaj.org/article/93f7473cae3a4f7aa012029442089cc6
Publikováno v:
Symmetry, Vol 16, Iss 8, p 985 (2024)
This paper explores bimodal skew-symmetric distributions, a versatile family of distributions characterized by parameters that control asymmetry and kurtosis. These distributions encapsulate both symmetrical and well-known asymmetrical behaviors. A s
Externí odkaz:
https://doaj.org/article/380c4742bff34534a031909a280b40b4
Autor:
Hongxiang Li, Tsung Fei Khang
Publikováno v:
PeerJ, Vol 11, p e16126 (2023)
Background Pathological conditions may result in certain genes having expression variance that differs markedly from that of the control. Finding such genes from gene expression data can provide invaluable candidates for therapeutic intervention. Und
Externí odkaz:
https://doaj.org/article/a7a936d48efc40549b153e6a2b7aac30
Autor:
C. J. Adcock
Publikováno v:
Stats, Vol 6, Iss 1, Pp 381-410 (2023)
The aim of this expository paper is to present the properties of the linear skew-t distribution, which is a specific example of a symmetry modulated-distribution. The skewing function remains the distribution function of Student’s t, but its argume
Externí odkaz:
https://doaj.org/article/d0c1acec94ff4ab6b41b73d0c942bed7
Publikováno v:
Statistical Theory and Related Fields, Vol 7, Iss 1, Pp 30-48 (2023)
A regression model with skew-normal errors provides a useful extension for traditional normal regression models when the data involve asymmetric outcomes. Moreover, data that arise from a heterogeneous population can be efficiently analysed by a fini
Externí odkaz:
https://doaj.org/article/8131fe7345ec409e9f588708d6c9a00c
Publikováno v:
Agricultural Finance Review, 2021, Vol. 82, Issue 5, pp. 815-827.
Externí odkaz:
http://www.emeraldinsight.com/doi/10.1108/AFR-04-2021-0042
Publikováno v:
Mathematics, Vol 12, Iss 2, p 217 (2024)
Gaussian mixture models are widely employed in serological data analysis to discern between seropositive and seronegative individuals. However, serological populations often exhibit significant skewness, making symmetric distributions like Normal or
Externí odkaz:
https://doaj.org/article/d4003cd86e2345cb8f7cbb0fbe3557a5
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