MARKOV CHAIN ANALYSIS IN GEOGRAPHY: AN APPLICATION TO THE MOVEMENT OF RENTAL HOUSING AREAS

MARKOV CHAIN ANALYSIS IN GEOGRAPHY: AN APPLICATION TO THE MOVEMENT OF RENTAL HOUSING AREAS
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地理学中的马尔可夫链分析:在出租住房区域移动中的应用

DOI:
10.1111/j.1467-8306.1965.tb00523.x
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发表时间:
1965
期刊:
Annals of The Association of American Geographers
影响因子:
--
通讯作者:
W. Clark
W. Clark
中科院分区:
--
文献类型:
--
作者:
W. Clark

文献摘要

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马尔可夫链是一种概率过程,可用于分析单位随时间的运动。与马尔可夫链相关的定义和定理保持在最低限度,并强调转移概率描述变量的运动的有用性。详细描述了转移概率和转移概率矩阵的推导。介绍了一个根据出租房屋的平均合同租金进行中心城市人口普查的例子。最后给出了转移概率的可能应用。
Markov chains are among probability processes which can be used to analyze movements of units through time. Definitions and theorems associated with Markov chains are kept to a minimum, and the usefulness of the transition probabilities to describe the movements of variables is emphasized. Derivation of transition probabilities and the transition probability matrix are described in detail. An example of the movements of central city census tracts based on the average contract rents of rental housing is presented. Possible applications of transition probabilities are suggested in the conclusion.