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商品描述
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.
商品描述(中文翻譯)
《使用 R 的考古學定量方法》是第一本專為考古學家撰寫的 R 統計計算系統實用指南。它展示了如何使用該系統來分析多種類型的考古數據。第一部分包括 R 的教程,並應用於真實的考古數據,展示如何計算描述性統計、創建表格以及生成各種圖表和圖形。第二部分探討考古學家使用的主要多變量方法,包括多重回歸(及廣義線性模型)、多變量方差分析和判別分析、主成分分析、對應分析、距離和縮放,以及聚類分析。第三部分涵蓋考古學中的專門主題,包括場內空間分析、序列化和組合多樣性。