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1·Bayes factor is the major tool for model selection in Bayesian Statistics.

在贝叶斯统计学中，贝叶斯因子是进行模型选择的主要工具。

2·Bayesian statistics theory: Expatiate the mathematic principle of Bayesian Networks, Bayesian statistics.

贝叶斯统计理论：阐述贝叶斯网络的数学原理——贝叶斯统计。

3·At present, Modern Bayesian Statistics that is the represent of MCMC methodology is applied widely in almost all subjects and achieved marked achievements.

目前以MCMC方法为代表的现代贝叶斯统计学已广泛应用于几乎所有的学科，并取得了显著的成果。

4·By discussing defining the coefficient of focus degree of subordinate function, this article applies fuzzy mathematics to Bayesian statistics to form a new method on hypothesis testing.

文章通过对隶属函数的集中度系数确定的探讨，将模糊数学应用于贝叶斯统计学，从而形成了一种新的假设检验方法。

5·Unlike earlier studies, Gregory used a branch of statistics called Bayesian analysis.

与较早的研究不同的是，格列格雷运用了统计学的一种方法——贝叶斯过滤分析法。

6·The purpose of this paper is to summary the literatures on tests of portfolio mean-variance efficiency in the framework of classical statistics and Bayesian inference.

评述了应用经典统计学和贝叶斯推断检验资产组合均值方差有效性的文献，提出了这些方法在我国应用-的可能性。

7·The wavelet subband coefficients of images have highly non Gaussian statistics that may be modeled with generalized Laplacian distributions, and Bayesian estimation is used to suppress noise.

图像的小波系数具有很强的非高斯统计特性，可以建立推广的拉普拉斯先验分布，用贝叶斯估计对图像小波系数滤波来达到降噪目的。

8·There has been disputed about the basic theory and methods in statistics between Bayesian School and Classic statistics School.

贝叶斯学派和古典统计学派在统计的基础理论和方法上一直存在争议。

9·Parameter study of Bayesian network is investigated. According to the methods of example statistics and correlation analysis, Bayesian diagnosis model of body deviation is established.

对贝叶斯网络的参数学习进行了探讨，结合实例统计和相关性分析建立了车身偏差诊断的贝叶斯网络模型。

10·This is just what cannot be done in classical statistics. The application of Bayesian estimation to decision making will be more profitable, if business forecasting is available.

贝叶斯估计值在决策方面的应用，需要有经济预测资料，这样才使决策选定的方案在实践中能够取得最大的经济效益。