Biometry for Forestry and Environmental Data: With Examples in R
暫譯: 林業與環境數據的生物計量學:以 R 語言為例
- 出版商: CRC
- 出版日期: 2022-04-29
- 售價: $2,380
- 貴賓價: 9.5 折 $2,261
- 語言: 英文
- 頁數: 424
- 裝訂: Quality Paper - also called trade paper
- ISBN: 0367508451
- ISBN-13: 9780367508456
海外代購書籍(需單獨結帳)
商品描述
Biometry for Forestry and Environmental Data with Examples in R focuses on statistical methods that are widely applicable in forestry and environmental sciences, but it also includes material that is of wider interest.
Features:
- Describes the theory and applications of selected statistical methods and illustrates their use and basic concepts through examples with forestry and environmental data in R.
- Rigorous but easily accessible presentation of the linear, nonlinear, generalized linear and multivariate models, and their mixed-effects counterparts. Chapters on tree size, tree taper, measurement errors, and forest experiments are also included.
- Necessary statistical theory about random variables, estimation and prediction is included. The wide applicability of the linear prediction theory is emphasized.
- The hands-on examples with implementations using R make it easier for non-statisticians to understand the concepts and apply the methods with their own data. Lot of additional material is available at www.biombook.org.
The book is aimed at students and researchers in forestry and environmental studies, but it will also be of interest to statisticians and researchers in other fields as well.
商品描述(中文翻譯)
《森林與環境數據的生物計量學:R範例》專注於在森林學和環境科學中廣泛應用的統計方法,但也包含了更廣泛的興趣材料。
特色:
- 描述選定統計方法的理論和應用,並通過R語言中的森林和環境數據範例來說明其使用和基本概念。
- 嚴謹但易於理解的線性、非線性、廣義線性和多變量模型的介紹,以及它們的混合效應對應模型。書中還包括有關樹木大小、樹木錐度、測量誤差和森林實驗的章節。
- 包含有關隨機變數、估計和預測的必要統計理論,並強調線性預測理論的廣泛適用性。
- 使用R語言的實作範例使非統計學家更容易理解這些概念並將方法應用於自己的數據。更多額外材料可在 www.biombook.org 獲得。
本書旨在為森林學和環境研究的學生和研究人員提供資源,但對於統計學家和其他領域的研究人員也將具有興趣。
作者簡介
Lauri Mehtätalo (PhD in 2004 in Forest Sciences, University of Joensuu) is professor in applied statistics at the University of Eastern Finland and adjunct professor in forest biometrics at the University of Helsinki.
Juha Lappi (PhD in 1986 in Statistics, University of Helsinki) did his research career as a senior scientist at Finnish Forest Research Institute. His thesis and other publications thereafter were one of the very first applications of mixed-effects models in forest sciences.
作者簡介(中文翻譯)
Lauri Mehtätalo(2004年於喬恩蘇大學獲得森林科學博士學位)是芬蘭東部大學應用統計學的教授,並且是赫爾辛基大學森林生物計量學的兼任教授。
Juha Lappi(1986年於赫爾辛基大學獲得統計學博士學位)曾在芬蘭森林研究所擔任高級科學家,進行研究生涯。他的論文及其後的其他出版物是森林科學中混合效應模型的最早應用之一。