Quantitative Methods in Archaeology Using R. Carlson, D. L. University Press, Cambridge, 2017. 🏷️ /unread、Archaeology、Methodology、R (Computer program language)、Quantitative research
abstract   bibtex   
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. 【摘要翻译】使用 R 的考古学定量方法》是第一本专为考古学家编写的 R 统计计算系统使用手册。它展示了如何使用该系统分析多种类型的考古数据。第一部分包括 R 的使用指南,以及真实考古数据的应用,展示了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、距离和缩放以及聚类分析。第三部分涉及考古学中的专门课题,包括遗址内空间分析、序列化和组合多样性。
@book{carlson2017,
	address = {Cambridge},
	series = {Cambridge {Manuals} in {Archaeology}},
	title = {Quantitative {Methods} in {Archaeology} {Using} {R}},
	isbn = {978-1-107-65557-7},
	shorttitle = {使用 {R} 的考古学定量方法},
	abstract = {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.

【摘要翻译】使用 R 的考古学定量方法》是第一本专为考古学家编写的 R 统计计算系统使用手册。它展示了如何使用该系统分析多种类型的考古数据。第一部分包括 R 的使用指南,以及真实考古数据的应用,展示了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、距离和缩放以及聚类分析。第三部分涉及考古学中的专门课题,包括遗址内空间分析、序列化和组合多样性。},
	language = {en},
	publisher = {University Press},
	author = {Carlson, David L.},
	year = {2017},
	note = {🏷️ /unread、Archaeology、Methodology、R (Computer program language)、Quantitative research},
	keywords = {/unread, Archaeology, Methodology, Quantitative research, R (Computer program language)},
}

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