Bayesian Analysis of Spatially Structured Population Dynamics
暫譯: 空間結構人口動態的貝葉斯分析

Zhao, Qing

  • 出版商: Springer
  • 出版日期: 2024-10-31
  • 售價: $4,860
  • 貴賓價: 9.5$4,617
  • 語言: 英文
  • 頁數: 125
  • 裝訂: Hardcover - also called cloth, retail trade, or trade
  • ISBN: 3031645170
  • ISBN-13: 9783031645174
  • 相關分類: 機率統計學 Probability-and-statistics
  • 海外代購書籍(需單獨結帳)

商品描述

The book introduces a series of state-of-art Bayesian models that can be used to understand and predict spatially structured population dynamics in our changing world. Several chapters are devoted to introducing models that utilize detection/non-detection data, count data, combined count and capture-recapture data, and spatial capture-recapture data, respectively. The book provides R code of Metropolis-Hasting algorithms that allow efficient computing of these complex models. The book is aimed at graduate students and researchers who are interested in using and further developing these models.

商品描述(中文翻譯)

本書介紹了一系列最先進的貝葉斯模型,這些模型可用於理解和預測我們變化世界中的空間結構人口動態。幾個章節專門介紹利用檢測/未檢測數據、計數數據、結合計數和捕獲-重捕數據以及空間捕獲-重捕數據的模型。本書提供了 Metropolis-Hastings 演算法的 R 代碼,允許有效計算這些複雜模型。本書的目標讀者是對使用和進一步開發這些模型感興趣的研究生和研究人員。

作者簡介

Qing Zhao is a quantitative ecologist with strong interests in developing and applying statistical models to understand and predict how animal populations, communities and movement respond to our changing world. He has worked closely with conservation agencies for more than 10 years to broaden the impacts of his research on biodiversity conservation at local, regional, and international scales.

作者簡介(中文翻譯)

Qing Zhao 是一位定量生態學家,對於開發和應用統計模型以理解和預測動物族群、社群及其移動如何響應我們不斷變化的世界有著濃厚的興趣。他與保育機構密切合作超過十年,以擴大其研究對於地方、區域及國際層面的生物多樣性保護的影響。