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。
Bayes factor is the major tool for model selection in 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。
Bayesian statistics theory: Expatiate the mathematic principle of Bayesian Networks, Bayesian statistics.
贝叶斯统计不同于一般的统计方法，其不仅利用模型信息和数据信息，而且充分利用先验信息。
Bayes statistics is different from generic statistical method, not only the model information and data information, but also transcendental information is used adequately.
正则化图像恢复是条件约束的最优化问题，而小波系数的贝叶斯统计选择是基于图像的随机场观点。
A regularized image restoration is the optimization for some conditional constraint, and the selection of wavelet coefficients based Bayesian statistic is on the image random field view.
根据假设检验原理的贝叶斯统计的表达方式分析和回应了心理学中对传统的假设检验方法的主要批评。
Based on the principles of hypothesis-test in terms of Beyasian statistics, the article analysized and replied to psychological researchers main criticisms about the classical hypothesis-test method.
在贝叶斯统计中计算一组竞争模型的后验概率及其相关贝叶斯因子一直是一个较难且有挑战性的课题。
Calculating posterior probabilities and related Bayes factors for a collection of competing models has been a difficult and challenging problem for Bayesian statisticians.
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。
At present, Modern Bayesian Statistics that is the represent of MCMC methodology is applied widely in almost all subjects and achieved marked achievements.
我介绍了一个系统的方法应用贝叶斯统计推论和最大熵来处理量子蒙特卡罗模拟所得到连续虚时间的数据。
We present a systematical way to use Bayesian statistical inference and the maximum entropy to deal with the data obtained by the continue imaginary-time QMC simulations.
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。
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.
他们使用一种称为贝叶斯统计的方法，证明以地球上存在生命是极其平常的，同时它也可能是非常罕见的-而且后者的可能性不能被排除。
Using a statistical method called Bayesian reasoning, they argue that the life here on Earth could be common, or it could be extremely rare - the latter possibility isn't ruled out.
代替了用键盘来设置智能文件夹，Shrook使用贝叶斯统计学方法来过滤并挑选出你感兴趣的东西，而且你可以通过拿出一些例子来教它。
Instead of setting up smart folders based on keywords, Shrook will use Bayesian statistical filtering to pick out items of interest, and you teach it by picking out examples.
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。
Unlike earlier studies, Gregory used a branch of statistics called Bayesian analysis.
最常见的统计方式称为贝叶斯推理，更详细的内容，可以参阅IBMdeveloperWorks 的另一篇文章（参见参考资料）。
The most common statistical approach is called bayesian inference and is explained in detail in another IBM developerWorks article (see Resources).
贝叶斯网络以统计学为基础，是数据挖掘技术的一种方法。
On the base of statistics, the bayes network is a method of data mining.
根据统计分析和贝叶斯估计结果，建议了强度等级为C20和C30再生混凝土抗压强度的标准值与标准差的取值。
Based on the results of Bayes estimations, the standard deviations for the compressive strength of RAC with strength grades of C20 and C30 were proposed.
通过实证分析证明了，运用贝叶斯方法比传统的频率统计的方法计算出的过程能力指数值更加能真正反映生产实际情况。
It showed through. using Bayesian methods than traditional frequentist statistical methods of calculation of process capability index can reflected the actual productions situation. more truly.
讨论了舰船材料疲劳统计分析中的贝叶斯方法。
In this paper, Bayesian method for statistical analysis of fatigue data for Marine materials is discussed.
引入了贝叶斯推理的统计方法对检测结果进行分析，优化了系统结构，提高了检测效率。
By using the statistical method of Bayesian deduction, system architecture and detection efficiency can be improved.
并且与图像分类中统计方法的经典算法贝叶斯分类方法做了比较，结果发现，神经网络分类方法的分类效果要优于贝叶斯方法。
Comparing with Bayes method-the classical algorithm, we conclude that the neural network is better than Bayes method. This paper gives all the procedures of SAR image classification.
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。
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.
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。
There has been disputed about the basic theory and methods in statistics between Bayesian School and Classic statistics School.
研究了人脸检测的贝叶斯特征判别法，该方法包括三个部分：原始图像的特征判别分析、人脸区和其它区的统计建模以及贝叶斯分类器。
The main idea of which consists of three parts: the discriminating feature analysis of the images, the statistical modeling of face and non-face classes, and the Bayes classifier for face detection.
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。
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.
结果表明，贝叶斯方法既考虑了统计上的不确定性，又合理解决了疲劳试验数据中的越出问题。
The results show that the Bayesian method is capable of handling both statistical uncertainty and fatigue fun-outs.
一个参数概率模型用于得到SBM谱密度，一个贝叶斯框架用于统计更新到本地记录。
A parametric probabilistic model is sought for the SBM spectral densities, and a Bayesian framework is used to statistically update it to local records.
文中采用统计学理论，利用贝叶斯概率公式计算视频语义出现的概率，选取概率最大的类别标注未标记的样本。
In the paper, we use the statistical theory to calculate the probability of video semantics by Bayesian formula, choose the semantic of maximal probability to label the unlabeled samples.
统计计算机程序使用贝叶斯模型计算某些已经预测事件对石油的影响。
Statistical computer programs use Bayesian methods to calculate the probability of the impact of certain predicted events on oil.
统计计算机程序使用贝叶斯模型计算某些已经预测事件对石油的影响。
Statistical computer programs use Bayesian methods to calculate the probability of the impact of certain predicted events on oil.
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