Random fields on a network : modeling, statistics, and applications
著者
書誌事項
Random fields on a network : modeling, statistics, and applications
（Probability and its applications）
Springer-Verlag, c1995
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注記
Bibliography: p. [243]-251
Includes index
内容説明・目次
内容説明
The theory of spatial models over lattices, or random fields as they are known, has developed significantly over recent years. This book provides a graduate-level introduction to the subject which assumes only a basic knowledge of probability and statistics, finite Markov chains, and the spectral theory of second-order processes. A particular strength of this book is its emphasis on examples - both to motivate the theory which is being developed, and to demonstrate the applications which range from statistical mechanics to image analysis and from statistics to stochastic algorithms.
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