Paleontological Data Analysis

Hammer, ØYvind, Harper, David A. T.

  • 出版商: Wiley
  • 出版日期: 2024-03-04
  • 售價: $4,240
  • 貴賓價: 9.5$4,028
  • 語言: 英文
  • 頁數: 400
  • 裝訂: Hardcover - also called cloth, retail trade, or trade
  • ISBN: 1119933935
  • ISBN-13: 9781119933939
  • 相關分類: Data Science
  • 海外代購書籍(需單獨結帳)

商品描述

PALEONTOLOGICAL DATA ANALYSIS

An up-to-date edition of the indispensable guide to analysing paleontological data

Paleontology has developed in recent decades into an increasingly data-driven discipline, which brings to bear a huge variety of statistical tools. Applying statistical methods to paleontological data requires a discipline-specific understanding of which methods and parameters are the most appropriate ones, and how to account for statistical bias inherent in the fossil record. By guiding the reader to these and other fundamental questions in the statistical analysis of fossilized specimens, Paleontological Data Analysis has become the standard text for anyone with an interest in quantitative analysis of the fossil record. Now fully updated to reflect the latest statistical methods and disciplinary advances, it is an essential tool for practitioners and students alike.

Readers of the second edition of Paleontological Data Analysis readers will also find:

  • New sections on machine learning, Bayesian inference, phylogenetic comparative methods, analysis of CT data, and much more
  • New use cases and examples using PAST, R, and Python software packages
  • Full color illustrations throughout

Paleontological Data Analysis is ideal for paleontologists, evolutionary biologists, taxonomists, and students in any of these fields.

商品描述(中文翻譯)

《古生物學數據分析》

《古生物學數據分析》是一本不可或缺的指南,提供最新的古生物學數據分析方法。近幾十年來,古生物學已逐漸發展成為一門越來越注重數據的學科,並運用了各種統計工具。將統計方法應用於古生物學數據需要對該學科具有特定的理解,包括哪些方法和參數最適合,以及如何考慮化石記錄中的統計偏差。《古生物學數據分析》引導讀者探索這些和其他在化石標本的統計分析中的基本問題,已成為對化石記錄的定量分析感興趣的人的標準教材。現在全面更新以反映最新的統計方法和學科進展,它是從業人員和學生的必備工具。

第二版的《古生物學數據分析》讀者還將找到:
- 新增機器學習、貝葉斯推論、親緣比較方法、CT數據分析等章節
- 使用PAST、R和Python軟件包的新應用案例和示例
- 全彩插圖

《古生物學數據分析》非常適合古生物學家、進化生物學家、分類學家和相關領域的學生閱讀。

作者簡介

Øyvind Hammer, PhD, is Professor of Paleontology at the University of Oslo, Norway. He has published very widely on paleontological subjects, and is co-author of the paleontological data analysis software PAST.

David A.T. Harper, DSc, is Emeritus Professor of Paleontology at Durham University, UK. He has published extensively, including numerous monographs and textbooks, and developed the software PAST along with Øyvind Hammer.

作者簡介(中文翻譯)

Øyvind Hammer博士是挪威奧斯陸大學的古生物學教授。他在古生物學領域廣泛發表論文,並與David A.T. Harper共同編寫了古生物學數據分析軟體PAST。David A.T. Harper博士是英國杜倫大學的名譽古生物學教授。他廣泛發表論文,包括多本專著和教科書,並與Øyvind Hammer共同開發了PAST軟體。