剑桥考古手册：考古学中使用 R 的定量方法 Quantitative Methods in Archaeology Using R

基本信息

Format:Paperback / softback 448 pages, 11 Halftones, black and white; 83 Line drawings, black and white

Publisher:Cambridge University Press

Imprint:Cambridge University Press

ISBN:9781107655577

Published:26 Jun 2017

Weight:950g

Dimensions:178 x 251 x 22 (mm)

页面参数仅供参考，具体以实物为准

书籍简介

《剑桥考古手册：考古学中使用 R 的定量方法》是一本专门为考古学家编写的使用R统计计算系统的实践指南。它展示了如何使用该系统来分析多种类型的考古数据。部分一包括R的教程，并将其应用于真实的考古数据，展示如何计算描述性统计，创建表格，以及制作各种图表和图形。第二部分涉及考古学家使用的主要多元方法，包括多元回归（和广义线性模型）；多元方差分析和判别分析；主成分分析；对应分析；距离和比例；以及聚类分析。第三部分涵盖了考古学的专门课题，包括遗址内的空间分析、排序和集合体多样性。

Quantitative Methods in Archaeology Using R is the first hands-on guide to using the R statistical computing system written specifically for archaeologists. It shows how to use the system to analyze many types of archaeological data. Part I includes tutorials on R, with applications to real archaeological data showing how to compute descriptive statistics, create tables, and produce a wide variety of charts and graphs. Part II addresses the major multivariate approaches used by archaeologists, including multiple regression (and the generalized linear model); multiple analysis of variance and discriminant analysis; principal components analysis; correspondence analysis; distances and scaling; and cluster analysis. Part III covers specialized topics in archaeology, including intra-site spatial analysis, seriation, and assemblage diversity.

作者简介

David L. Carlson是德克萨斯A&M大学的人类学教授，他在那里为人类学研究生教授定量方法和R统计系统已有8年。他的研究重点是应用定量方法来发现和理解考古遗址上文物分布的模式化。他是《克洛维斯石器技术》（2011年）的合著者。

David L. Carlson is a Professor of Anthropology at Texas A & M University, where he has been teaching quantitative methods and the R statistical system to anthropology graduate students for eight years. His research focuses on the application of quantitative methods to discover and understand patterning in the distribution of artifacts on archaeological sites. He is a co-author of Clovis Lithic Technology (2011).