Quantitative Methods in Archaeology Using R

Quantitative Methods in Archaeology Using R PDF

Author: David L. Carlson

Publisher: Cambridge University Press

Published: 2017-06-26

Total Pages: 453

ISBN-13: 1108508715

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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.

Quantitative Analysis in Archaeology

Quantitative Analysis in Archaeology PDF

Author: Todd L. VanPool

Publisher: John Wiley & Sons

Published: 2011-01-06

Total Pages: 320

ISBN-13: 1444390171

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Quantitative Analysis in Archaeology introduces the application of quantitative methods in archaeology. It outlines conceptual and statistical principles, illustrates their application, and provides problem sets for practice. Discusses both methodological frameworks and quantitative methods of archaeological analysis Presents statistical material in a clear and straightforward manner ideal for students and professionals in the field Includes illustrative problem sets and practice exercises in each chapter that reinforce practical application of quantitative analysis

Quantitative Methods in Archaeology Using R

Quantitative Methods in Archaeology Using R PDF

Author: David L. Carlson

Publisher: Cambridge University Press

Published: 2017-06-26

Total Pages: 453

ISBN-13: 1107040213

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

Strategies for Quantitative Research

Strategies for Quantitative Research PDF

Author: Grant S. McCall

Publisher: Routledge

Published: 2018-02-15

Total Pages: 519

ISBN-13: 1351802941

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It is little secret that most archaeologists are uneasy with statistics. Thankfully, in the modern world, quantitative analysis has been made immensely easier by statistical software packages. Software now does virtually all our statistical calculations, removing a great burden for researchers. At the same time, since most statistical analysis now takes place through the pushing of buttons in software packages, new problems and dangers have emerged. How does one know which statistical test to use? How can one tell if certain data violate the assumptions of a particular statistical analysis? Rather than focusing on the mathematics of calculation, this concise handbook selects appropriate forms of analysis and explains the assumptions that underlie them. It deals with fundamental issues, such as what kinds of data are common in the field of archaeology and what are the goals of various forms of analysis. This accessible textbook lends a refreshing playfulness to an often-humorless subject and will be enjoyed by students and professionals alike.

Statistics for Archaeologists

Statistics for Archaeologists PDF

Author: Robert D. Drennan

Publisher: Springer Science & Business Media

Published: 2009-08-11

Total Pages: 332

ISBN-13: 1441904131

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In the decade since its publication, the first edition of Statistics for Archaeologists has become a staple in the classroom. Taking a jargon-free approach, this teaching tool introduces the basic principles of statistics to archaeologists. The author covers the necessary techniques for analyzing data collected in the field and laboratory as well as for evaluating the significance of the relationships between variables. In addition, chapters discuss the special concerns of working with samples. This well-illustrated guide features several practice problems making it an ideal text for students in archaeology and anthropology. Using feedback from students and teachers who have been using the first edition, as well as another ten years of personal experience with the text, the author has provided an updated and revised second edition with a number of important changes. New topics covered include: -Proportions and Densities -Error Ranges for Medians -Resampling Approaches -Residuals from Regression -Point Sampling -Multivariate Analysis -Similarity Measures -Multidimensional Scaling -Principal Components Analysis -Cluster Analysis Those already familiar with the clear and useful format of Statistics for Archaeologists will find this new edition a welcome update, and the new sections will make this seminal textbook an indispensible resource for a whole new group of students, professors, and practitioners.

Geographical Information Systems in Archaeology

Geographical Information Systems in Archaeology PDF

Author: James Conolly

Publisher: Cambridge University Press

Published: 2006-05-04

Total Pages: 289

ISBN-13: 0521793300

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Geographical Information Systems has moved from the domain of the computer specialist into the wider archaeological community, providing it with an exciting new research method. This clearly written but rigorous book provides a comprehensive guide to that use. Topics covered include: the theoretical context and the basics of GIS; data acquisition including database design; interpolation of elevation models; exploratory data analysis including spatial queries; statistical spatial analysis; map algebra; spatial operations including the calculation of slope and aspect, filtering and erosion modeling; methods for analysing regions; visibility analysis; network analysis including hydrological modeling; the production of high quality output for paper and electronic publication; and the use and production of metadata. Offering an extensive range of archaeological examples, it is an invaluable source of practical information for all archaeologists, whether engaged in cultural resource management or academic research. This is essential reading for both the novice and the advanced user.

Sampling in Archaeology

Sampling in Archaeology PDF

Author: Clive Orton

Publisher: Cambridge University Press

Published: 2000-05-11

Total Pages: 284

ISBN-13: 9780521566667

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The first overview of sampling for archaeologists for over twenty years, this manual offers a comprehensive account of the applications of statistical sampling theory which are essential to modern archaeological practice at a range of scales, from the regional to the microscopic. Bringing archaeologists up to date with an aspect of their work which is often misunderstood, it includes a discussion of the relevance of sampling theory to archaeological interpretation, and considers its fundamental place in fieldwork and post-excavation study. It demonstrates the vast range of techniques that are available, only some of which are widely used by archaeologists. A section on statistical theory also reviews latest developments in the field, and the formal mathematics is available in an appendix, cross-referenced with the main text.

A First Course in Statistical Programming with R

A First Course in Statistical Programming with R PDF

Author: John Braun

Publisher:

Published: 2007

Total Pages: 163

ISBN-13: 9781139132725

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This is the only introduction you'll need to start programming in R, the open-source language that is free to download, and lets you adapt the source code for your own requirements. Co-written by one of the R Core Development Team, and by an established R author, this book comes with real R code that complies with the standards of the language. Unlike other introductory books on the ground-breaking R system, this book emphasizes programming, including the principles that apply to most computing languages, and techniques used to develop more complex projects. Learning the language is made easier by the frequent exercises and end-of-chapter reviews that help you progress confidently through the book. Solutions, datasets and any errata will be available from the book's web site. The many examples, all from real applications, make it particularly useful for anyone working in practical data analysis.

Quantitative Research in Archaeology

Quantitative Research in Archaeology PDF

Author: Mark S. Aldenderfer

Publisher: SAGE Publications, Incorporated

Published: 1987-11

Total Pages: 320

ISBN-13:

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Papers presented at the 50th annual meeting of the Society for American Archaeology held in Denver in 1985.

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