MCMC的例句大全

The basic idea of MCMC method is to construct a suitable Markov chain whose stationary distribution is just the target distribution.

MCMC方法的基本思想是构造一个合适的马尔科夫链，使其平稳分布为要研究的目标分布，可以对目标分布进行抽样，并利用样值研究目标分布。

Source inversion of toxic gas dispersion in urban areas based on the MCMC method

基于MCMC方法的城区有毒气体扩散源反演

Comparison of REML and MCMC for Genetic Variance Component Model of Quantitative Trait in Nuclear Family

REML法和MCMC法在数量性状核心家系遗传方差分量模型中参数估计的比较

The traditional Markov Chain Monte Carlo method for structural learning in graphical models MCMC algorithm is improved.

改进了关于图模结构学习中常见的MCMC算法。将这种方法构造的贝叶斯网络作为马尔可夫链初始状态的网络结构，利用改进后的MCMC算法，构造一个关于贝叶斯网络结构的马尔可夫链。

And it optimizes these steps of re-sampling, calculating weight and MCMC algorithm on the software implementation, which greatly reduces the space and time complexity of algorithm.

其在软件实现上改善了重采样策略，权值计算步骤以及MCMC步骤，大大降低了算法空间复杂度与时间复杂度。

markov chain monte carlo simulation ( mcmc) was taken to sample the posterior distribution to get the marginal posterior probability function of the parameters, and the statistical quantities such as the mathematic expectation were calculated.

通过马尔科夫链蒙特卡罗模拟对后验分布进行了采样，获得了参数的后验边缘概率密度，并在此基础上获得了参数的数学期望等统计量。

it makes a diagnosis model based on two foundational models of bayesian network, and uses mcmc reasoning method.

该方法以贝叶斯网络两个基础模型为基础构成实际电力系统的贝叶斯网络诊断模型，将马尔可夫蒙特卡罗推理方法应用于该诊断模型中。

conclusion mi is able to solve a variety of problems in missing data sets and to improve the statistical power, especially with the use of mcmc method, for complicated missing data sets.

结论多重填补方法可以处理有缺失数据资料中的许多普遍问题，可提高统计效率，尤其是MCMC模型在处理复杂的缺失数据上，优势明显。

joint active user identification and channel estimation using mcmc methods in cdma system

基于MCMC的CDMA系统联合激活用户识别和信道估计

next, mcmc algorithm is applied for posterior simulation, so as to achieve the distribution characteristics and parameter estimation.

接着，通过马尔科夫链蒙特卡洛算法模拟参数的后验分布，获得各参数的分布特征，从而实现模型参数估计。

information fusion using adaptive mcmc method in integrated navigation system

组合导航系统的自适应MCMC信息融合算法

application of change point model based on the mcmc method in the analysis of reliability data

一种基于MCMC的变点模型在可靠性数据分析中的应用

research on mcmc particle filter algorithm based on effective particles

有效粒子数MCMC粒子滤波算法研究

weibull regression model based on mcmc and its application in reliability

基于MCMC稳态模拟的Weibull回归模型及其可靠性应用

using mcmc method to estimate double exponential jump diffusion model

双指数跳跃扩散模型的McMC估计

bayesian representation of prior information and mcmc method in microwave imaging

先验信息的贝叶斯描述及MCMC方法在微波成像中的应用研究

the estimation of garch model parameters based on mcmc algorithms

基于MCMC方法的GARCH模型参数估计

as a particle filter, mcmc can effectively solve this problem.

MCMC作为粒子滤波器的一种它可以有效地解决上述的粒子退化问题正引起人们的关注。

bioequivalence assessment with missing data using mcmc

有缺失数据的生物等效性评价的MCMC方法

research on gps receiver autonomous integrity monitoring algorithm based on mcmc particle filtering

基于MCMC粒子滤波的GPS接收机自主完好性监测算法研究