Positive Data Modeling Using a Mixture of Mixtures of Inverted Beta Distributions

Positive Data Modeling Using a Mixture of Mixtures of Inverted Beta Distributions

Finite mixture models based on the symmetric Gaussian distribution have been applied broadly in data analysis. However, not all the data in real-world applications can be safely supposed to have a symmetric Gaussian form. This paper presents a new mixture model that includes the inverted Beta mixtur...

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Bibliographic Details
Main Authors: Yuping Lai, Xiu Ma, Yanping Xu, Yongfa Ling, Chunlai Du, Jianhe Du, Yongmei Zhang, Yuan Ping
Format: Article
Language:English
Published: IEEE 2019-01-01
Series:IEEE Access
Subjects:
Bayesian estimation
extended variational inference
inverted Beta distribution
image classification
object detection
Online Access:https://ieeexplore.ieee.org/document/8672554/

Internet

https://ieeexplore.ieee.org/document/8672554/

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