Titlebook: Random Walk and Diffusion Models; An Introduction for Wolf Schwarz Textbook 2022 Springer Nature Switzerland AG 2022 Correlated random wal

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書目名稱Random Walk and Diffusion Models影響因子(影響力)




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書目名稱Random Walk and Diffusion Models網(wǎng)絡公開度學科排名




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書目名稱Random Walk and Diffusion Models被引頻次學科排名




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書目名稱Random Walk and Diffusion Models讀者反饋學科排名

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health, and human decision making.Aims the exposition at a l.This book offers an accessible introduction to random walk and diffusion models at a level consistent with the typical background of students in the life sciences. In recent decades these models have become widely used in areas far beyond

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癡呆

Discrete Random Walks,nent, we show how to derive in an elementary manner basic quantities such as absorption probabilities and (conditional) mean first-passage times, and we explain the role of generating functions in that context. We then show how these analyses generalize to more complex processes such as correlated r

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Small Steps at High Speed: The Diffusion Limit, discrete eventually tend to diffusion processes which are continuous in time and space. This continuous framework permits us to cover, in a streamlined manner, processes that are more general than simple random walks. We indicate how the continuous treatment leads more directly to information about

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Urologist

More General Diffusion Processes,ies. In some contexts, these assumptions can be too restrictive, and then more flexible models incorporating possibly state-dependent drift or variance terms are more suitable. We describe the conceptual extensions needed to this end and present formal techniques to deal with this more general situa

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