Smoothed Dirichlet Distribution
Abstract When the cells are ordinal in the multinomial distribution, i.e., when cells have a natural ordering, guaranteeing that the borrowing information among neighboring cells makes sense conceptually. In this paper, we introduce a novel probability distribution for borrowing information among ne...
Main Authors: | Lahiru Wickramasinghe, Alexandre Leblanc, Saman Muthukumarana |
---|---|
Format: | Article |
Language: | English |
Published: |
Springer
2023-09-01
|
Series: | Journal of Statistical Theory and Applications (JSTA) |
Subjects: | |
Online Access: | https://doi.org/10.1007/s44199-023-00062-8 |
Similar Items
-
A Generalization of the Dirichlet Distribution
by: Robin K. S. Hankin
Published: (2010-02-01) -
A Dirichlet-Multinomial Bayes Classifier for Disease Diagnosis with Microbial Compositions
by: Xiang Gao, et al.
Published: (2017-12-01) -
Interactive R App for Carrying Out an Elicitation Process Applied to Prostate Cancer in Colombia
by: Andrés Felipe Flórez Rivera, et al.
Published: (2015-06-01) -
Prior Elicitation, Assessment and Inference with a Dirichlet Prior
by: Michael Evans, et al.
Published: (2017-10-01) -
Decay Branch Ratio Sampling Method with Dirichlet Distribution
by: Yizhen Wang, et al.
Published: (2023-02-01)