以下为句子列表：
英文: For the difficulty of getting transition probability matrixes in various directions in Markov chain models, the paper presents a method to figure out it, which makes getting transition probability matrixes of different neighborhood systems of Markov chain
中文: 摘要针对在油气储层随机模拟中马尔可夫链模型的不同方向的转移概率矩阵求取困难的问题，提出一种二维剖面中不同方向的转移概率矩阵求取方法，这种方法的提出使得不同阶次的各向同性和各向异性的邻域系统的转移概率矩阵的求取变得容易可行。
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英文: Furthermore, Monte Carlo sampling method is used to simulate reservoir lithofacies, based on different neighborhood systems of Markov chain models.
中文: 随后，对不同邻域系统的马尔可夫链模型采用蒙特卡罗抽样方法进行了储层岩相随机模拟试验。
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英文: It deduced the initial probability on the fuzzy Markov chain and the common computational formula of single layer shift probability.
中文: 并给出了模糊马尔科夫链的初始概率和一重转移概率的计算方法的一般公式。
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英文: 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.
中文: 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。
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英文: This developed the predictable method of Markov chain and widened the practice range.
中文: 发展了马尔科夫链预测方法，拓宽了其应用範围。
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