Zobrazeno 1 - 10
of 259
pro vyhledávání: '"SUN, DONGCHU"'
Autor:
Wang, Qiao, Schmaltz, Chester Lee, Jackson-Thompson, Jeannette, Sun, Dongchu, He, Zhuoqiong, Cai, Zhongheng, Hong, Hwanhee
In public health, it is critical for policymakers to assess the relationship between the disease prevalence and associated risk factors or clinical characteristics, facilitating effective resources allocation. However, for diseases like female breast
Externí odkaz:
http://arxiv.org/abs/2410.23580
Relevance Vector Machine (RVM) is a supervised learning algorithm extended from Support Vector Machine (SVM) based on the Bayesian sparsity model. Compared with the regression problem, RVM classification is difficult to be conducted because there is
Externí odkaz:
http://arxiv.org/abs/2007.13140
Radial basis functions are a common mathematical tool used to construct a smooth interpolating function from a set of data points. A spatial prior based on thin-plate spline radial basis functions can be easily implemented resulting in a posterior th
Externí odkaz:
http://arxiv.org/abs/1906.05575
Publikováno v:
The Annals of Statistics, 2020 Aug 01. 48(4), 2381-2403.
Externí odkaz:
https://www.jstor.org/stable/26931562
Autor:
Wang, Wenyang a, b, ⁎, Sun, Dongchu c, d
Publikováno v:
In Information Sciences July 2021 563:358-374
Publikováno v:
Bayesian Analysis 2015, Vol. 10, No. 1, 243-246
Rejoinder to Overall Objective Priors by James O. Berger, Jose M. Bernardo, Dongchu Sun [arXiv:1504.02689]
Comment: Published at http://dx.doi.org/10.1214/15-BA943 in the Bayesian Analysis (http://projecteuclid.org/euclid.ba) by the Internationa
Comment: Published at http://dx.doi.org/10.1214/15-BA943 in the Bayesian Analysis (http://projecteuclid.org/euclid.ba) by the Internationa
Externí odkaz:
http://arxiv.org/abs/1504.07081
Publikováno v:
Bayesian Analysis 2015, Vol. 10, No. 1, 189-221
In multi-parameter models, reference priors typically depend on the parameter or quantity of interest, and it is well known that this is necessary to produce objective posterior distributions with optimal properties. There are, however, many situatio
Externí odkaz:
http://arxiv.org/abs/1504.02689
Publikováno v:
In Journal of Multivariate Analysis July 2020 178
Akademický článek
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Publikováno v:
Annals of Statistics 2009, Vol. 37, No. 2, 905-938
Reference analysis produces objective Bayesian inference, in the sense that inferential statements depend only on the assumed model and the available data, and the prior distribution used to make an inference is least informative in a certain informa
Externí odkaz:
http://arxiv.org/abs/0904.0156