Random Walk and Diffusion Models: An Introduction for Life and Behavioral Scientists

Schwarz, Wolf

  • 出版商: Springer
  • 出版日期: 2023-10-08
  • 售價: $2,380
  • 貴賓價: 9.5$2,261
  • 語言: 英文
  • 頁數: 209
  • 裝訂: Quality Paper - also called trade paper
  • ISBN: 3031121023
  • ISBN-13: 9783031121029
  • 海外代購書籍(需單獨結帳)

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商品描述

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 their traditional origins in physics, for example, in studies of animal behavior, ecology, sociology, sports science, population genetics, public health applications, and human decision making. Developing the main formal concepts, the book provides detailed and intuitive step-by-step explanations, and moves smoothly from simple to more complex models. Finally, in the last chapter, some successful and original applications of random walk and diffusion models in the life and behavioral sciences are illustrated in detail. The treatment of basic techniques and models is consolidated and extended throughout by a set of carefully chosen exercises.

商品描述(中文翻譯)

本書提供了一個易於理解的隨機漫步和擴散模型的介紹,適合具有生命科學背景的學生。在近幾十年中,這些模型已廣泛應用於超越其傳統物理學起源的領域,例如動物行為、生態學、社會學、運動科學、人口遺傳學、公共衛生應用以及人類決策等。書中發展了主要的正式概念,提供詳細且直觀的逐步解釋,並從簡單模型平滑過渡到更複雜的模型。最後,在最後一章中,詳細說明了隨機漫步和擴散模型在生命科學和行為科學中的一些成功且原創的應用。基本技術和模型的處理在整本書中通過一系列精心挑選的練習得以鞏固和擴展。

作者簡介

Wolf Schwarz is a professor at the University of Potsdam where he teaches mathematical modeling and applied statistics for life scientists. He has published extensively in leading journals devoted to applied probability, statistics, and the behavioral or life sciences. His previous book 40 Puzzles and Problems in Probability and Mathematical Statistics was published by Springer in the Problem Books in Mathematics series.

作者簡介(中文翻譯)

Wolf Schwarz 是波茨坦大學的教授,教授生命科學領域的數學建模和應用統計。他在專注於應用概率、統計以及行為或生命科學的頂尖期刊上發表了大量文章。他的前一本書《40 Puzzles and Problems in Probability and Mathematical Statistics》由施普林格出版社在數學問題書系列中出版。