Data Analysis Basics for Anthropology: A Primer on the Collection, Configuration, and Interpretation of Quantitative Data
Autor Christopher K. Barretten Limba Engleză Paperback – 5 apr 2026
Through relevant anthropological and archaeological examples, readers learn critical data analysis skills, including determining sample sizes, identifying outliers, handling missing data, testing normality, evaluating hypotheses, and estimating effect size and statistical power. All techniques are demonstrated using R Statistics and other free, open-source software, providing hands-on experience with industry-standard tools without additional cost.
This concise volume bridges the gap between theoretical statistics and real-world application, equipping readers with the fundamental skills needed to conduct and interpret their own research in biological anthropology and archaeology. This book will be perfect for undergraduate and graduate students new to quantitative methods, researchers returning to the field, and instructors seeking a practical supplement for statistics and research methods courses.
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Specificații
ISBN-13: 9781032997667
ISBN-10: 1032997664
Pagini: 196
Ilustrații: 26
Dimensiuni: 152 x 229 mm
Greutate: 0.36 kg
Ediția:1
Editura: Taylor & Francis
Colecția Routledge
Locul publicării:Oxford, United Kingdom
ISBN-10: 1032997664
Pagini: 196
Ilustrații: 26
Dimensiuni: 152 x 229 mm
Greutate: 0.36 kg
Ediția:1
Editura: Taylor & Francis
Colecția Routledge
Locul publicării:Oxford, United Kingdom
Public țintă
Undergraduate Advanced and Undergraduate CoreCuprins
Introduction Chapter 1: It’s All About the Data Chapter 2: Creating a Hypothesis Chapter 3: Creating a Dataset and Collecting Data Chapter 4: Error in Data and Making Data Clean Chapter 5: Descriptive Statistics and Testing for Normality Chapter 6: Testing Hypotheses if Data are Normal Chapter 7: Testing Hypotheses if Data are not Normal Chapter 8: Correlation and Regression Conclusion Appendix A: Quick Start Guide to R Appendix B: R Functions
Notă biografică
Christopher K. Barrett has taught Biological and Forensic Anthropology at Colleges and Universities in the United States for more than 25 years. His research interests have focused on methods for determining sex from skeletal remains, estimating developmental stress from teeth, and interpreting health in prehistoric populations. He is currently Lead Instructor for Anthropology at Washtenaw Community College in Ann Arbor, Michigan.
Descriere
This accessible guide introduces readers to the process of collecting, organizing, testing, and interpreting quantitative data in biological Anthropology and Archaeology. Written in straightforward language, it avoids complex mathematical theory and programming jargon, making statistical concepts approachable for students and researchers.