Data Analysis Basics for Anthropology: A Primer on the Collection, Configuration, and Interpretation of Quantitative Data
暫譯: 人類學數據分析基礎:定量數據的收集、配置與詮釋入門

Barrett, Christopher K.

  • 出版商: Routledge
  • 出版日期: 2026-04-06
  • 售價: $2,550
  • 貴賓價: 9.8$2,499
  • 語言: 英文
  • 頁數: 190
  • 裝訂: Quality Paper - also called trade paper
  • ISBN: 1032997664
  • ISBN-13: 9781032997667
  • 相關分類: R 語言
  • 海外代購書籍(需單獨結帳)

商品描述

This accessible guide introduces readers to the essential process of collecting, organizing, testing, and interpreting quantitative data in biological Anthropology and Archaeology. Written in straightforward language, it avoids complex mathematical theory and programming jargon in favor of practical application, making statistical concepts approachable for students and researchers at all levels.

Through relevant anthropological and archaeological examples, readers learn critical data analysis skills including determining sample sizes, identifying outliers, handling missing data, testing normality, evaluating hypotheses, and estimating effect size and statistical power. All techniques are demonstrated using R Statistics and other free, open-source software, providing hands-on experience with industry-standard tools without additional cost.

This concise volume bridges the gap between theoretical statistics and real-world application, equipping readers with the fundamental skills needed to conduct and interpret their own research in biological anthropology and archaeology. This book will be perfect for undergraduate and graduate students new to quantitative methods, researchers returning to the field, and instructors seeking a practical supplement for statistics and research methods courses.

商品描述(中文翻譯)

這本易於理解的指南向讀者介紹了在生物人類學和考古學中收集、整理、測試和解釋定量數據的基本過程。書中使用簡單明瞭的語言,避免複雜的數學理論和程式設計術語,專注於實際應用,使統計概念對各級學生和研究人員都變得易於接觸。

透過相關的人類學和考古學範例,讀者將學習到關鍵的數據分析技能,包括確定樣本大小、識別異常值、處理缺失數據、測試常態性、評估假設以及估算效應大小和統計檢定力。所有技術均使用 R Statistics 和其他免費的開源軟體進行演示,讓讀者在不增加額外成本的情況下,獲得使用行業標準工具的實踐經驗。

這本簡明的著作彌補了理論統計與實際應用之間的鴻溝,為讀者提供了進行和解釋自己在生物人類學和考古學研究所需的基本技能。這本書非常適合初學定量方法的本科生和研究生、重返該領域的研究人員,以及尋求實用補充材料的統計和研究方法課程的講師。

作者簡介

Christopher K. Barrett has taught Biological and Forensic Anthropology at Colleges and Universities in the United States for more than 25 years. His research interests have focused on methods for determining sex from skeletal remains, estimating developmental stress from teeth, and interpreting health in prehistoric populations. He is currently Lead Instructor for Anthropology at Washtenaw Community College in Ann Arbor, Michigan.

作者簡介(中文翻譯)

克里斯多福·K·巴雷特在美國的學院和大學教授生物人類學和法醫人類學已超過25年。他的研究興趣集中在從骨骼遺骸中判斷性別的方法、從牙齒估算發展壓力,以及解釋史前人群的健康狀況。目前,他是密歇根州安娜堡的華什特納社區學院人類學的首席講師。

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