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Strategies for Quantitative Research: Archaeology by Numbers

Autor Grant S. McCall
en Limba Engleză Paperback – 23 feb 2018
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.
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Specificații

ISBN-13: 9781138632523
ISBN-10: 113863252X
Pagini: 244
Ilustrații: 55 Line drawings, black and white; 1 Halftones, black and white; 43 Tables, black and white
Dimensiuni: 189 x 246 x 19 mm
Greutate: 0.45 kg
Ediția:1
Editura: Taylor & Francis
Colecția Routledge
Locul publicării:Oxford, United Kingdom

Public țintă

Undergraduate

Cuprins

List of Figures
List of Tables
List of Boxes
List of Formula
Preface
Chapter 1: Introduction: How Does Quantitative Analysis Fit Into Archaeological Research?
Chapter 2: Basics: Knowing Your Data
Chapter 3: Preparing Your Data: Aggregation, Standardization, and Transformation
Chapter 4: Numerical and Graphical Approaches to Summarizing Your Data
Chapter 5: Basic Approaches for Statistical Hypothesis Testing Using Univariate Data
Chapter 6: Bivariate Analysis: Linear Regression and Correlation
Chapter 7: Multivariate Techniques for Data Reduction and Pattern Recognition
Chapter 8: Multivariate Approaches to Statistical Hypothesis Testing
Chapter 9: Clustering and Discrimination: Grouping Data According to Similarity
Chapter 10: Conclusion: Numerical Facts in the World of Archaeological Ambiguity

Notă biografică

Grant S. McCall is the Executive Director of the Center for Human-Environmental Research and Associate Professor of Anthropology at Tulane University. He is also the author of Before Modern Humans: New Perspectives on the African Stone Age and (with Karl Widerquist) Prehistoric Myths in Modern Political Philosophy.

Descriere

Strategies for Quantitative Research is a concise and readable textbook on the use of statistics in archaeology and a handbook for professionals in the field aimed at answering commonly occurring questions about the goals of analysis and the assumptions of major statistical models.