Quantitative Methods in Archaeology Using R

David L Carlson author

Format:Hardback

Publisher:Cambridge University Press

Published:26th Jun '17

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Quantitative Methods in Archaeology Using R cover

The first step-by-step guide to the quantitative analysis of archaeological data using the R statistical computing system.

For archaeologists and anthropologists using quantitative methods on their data, this is the first hands-on guide to using the R statistical computing system. Basic descriptive and inferential statistics are covered as well as multivariate methods including cluster analysis, discriminant analysis, and correspondence analysis.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.

ISBN: 9781107040212

Dimensions: 262mm x 184mm x 26mm

Weight: 1120g

452 pages