Robert D. Drennan

Statistics for Archaeologists (eBook, PDF)

A Commonsense Approach

• Format: PDF

Produktbeschreibung

This book is intended as an introduction to basic statistical principles and techniques for the archaeologist. It grows primarily from my experience in teaching courses in quantitative analysis for undergraduate and graduate stu dents in archaeology over a number of years. The book is set specifically in the context of archaeology, not because the issues dealt with are uniquely archaeological in nature, but because many people find it much easier to understand quantitative analysis in a familiar context-one in which they can readily understand the nature of the data and the utility of the tech niques. The principles and techniques, however, are all of much broader applicability. Physical anthropologists, cultural anthropologists, sociologists, psychologists, political scientists, and speCialists in other fields make use of these same principles and techniques. The particular mix of topics, the rela tive emphasis given them, and the exact approach taken here, however, do reflect my own view of what is most useful in the analysis of specifically archaeological data. It is impossible to fail to notice that many aspects of archaeological information are numerical and that archaeological analysis has an unavoid ably quantitative component. Standard statistical approaches are commonly applied in straightforward as well as unusual and ingenious ways to archae ological problems, and new approaches have been invented to cope with the speCial qUirks of archaeological analysis. The literature on quantitative analy sis in archaeology has grown to prodigious size in the past 25 or 30 years.

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Produktdetails

• Verlag: Springer US
• Seitenzahl: 280
• Erscheinungstermin: 29. Juni 2013
• Englisch
• ISBN-13: 9781489901651
• Artikelnr.: 44058987

Inhaltsangabe

Numerical Exploration.- Batches of Numbers.- The Level or Center of a Batch.- The Spread or Dispersion of a Batch.- Comparing Batches.- The Shape or Distribution of a Batch.- Categories.- Sampling.- Samples and Populations.- Different Samples from the Same Population.- Confidence and Population Means.- Medians and Resampling.- Categories and Population Proportions.- Relationships between Two Variables.- Comparing Two Sample Means.- Comparing Means of More than Two Samples.- Comparing Proportions of Different Samples.- Relating a Measurement Variable to Another Measurement Variable.- Relating Ranks.- Special Topics in Sampling.- Sampling a Population with Subgroups.- Sampling a Site or Region with Spatial Units.- Sampling without Finding Anything.- Sampling and Reality.- Multivariate Analysis.- Multivariate Approaches and Variables.- Similarities between Cases.- Multidimensional Scaling.- Principal Components Analysis.- Cluster Analysis.

Rezensionen

Praise for the 2nd Edition:

"Statistics is often perceived as something mysterious and hostile, and this holds particularly true for archaeologists... The merit of Drennan's work is that he takes readers by the hand and gently guides them through that minefield, etting them discover that statistics can be a matter easily approached and understood from a commonsense perspective...Fourteen years after the first edition, a number of important new topics are added. They provide the reader with useful tools to explore archaeological data as the data becomes progressively multivariate...Each section uses the same case study and data set, thus enhancing the comparability of this technique...Drennan successfully conveys complex concepts in smple ways...both students and scholars will surely welcome this gentle introduction to statistics, wherein simplicity does not detract from scientific precision" -- Gianmarco Alberti, American Journal of Archaeology, 114.4, 2010

"this is a superb book, setting the use of basic statistics in a format that makes sense of the formulas rather than just saying "compute this". Mathematically fluent students who scorn a specific context will complain that there is too much "talky talky" surrounding the formulas. That talk, missing from many applied elementary statistics, is especially what the audience for this book needs and deserves, and rarely gets in class, in my experience...Robert Drennan [has]...succeeded where others have failed, namely to explain, in an understandable way, the advantages of simple statistical techniques in a specific applied context. I heartily recommend this title." -- Norman R. Draper, International Statistical Review, 79.1, 2011

Praise for the first edition:

"Robert Drennan has done the field a great service." -- Larry R. Kimball, American Antiquity, Vol 62 1997

"There is a great deal to recommend this book.... It is written in an engaging style...and it is consistently focused on the practical problems of archaeological analysis." -- Robert E. Dewar, SAS Bulletin, July 1997

"...this book is highly recommended." -- Gary Lock, American Journal of Archaeology, Vol 101 1997

"I will use this book when I teach statistics in the future, and I will gladly recommend it to others." -- Randall McGuire, Historical Archaeology, Vol 32 1998

"an excellent introductory textbook ...introducing complex ideas on statistics to students in a practical, non-threatening way.... [It] will help us to train our students to be better consumers of the statistical analyses they must deal with throughout their careers." -- Mark Aldendorfer, Journal of Field Archaeology, Vol 25 1998

"Robert Drennan has done the field a great service." -- American Antiquity

"Statistics for Archaeologists effectively integrates both traditional statistical methods and more recent techniques of exploratory data analysis (EDA)...One of the major strengths of this book is its emphasis on sampling...Drennan has produced a usable and insightful statistics text." -- Journal of Field Archaeology, 1998

Praise for the 2nd Edition:

"Statistics is often perceived as something mysterious and hostile, and this holds particularly true for archaeologists... The merit of Drennan's work is that he takes readers by the hand and gently guides them through that minefield, etting them discover that statistics can be a matter easily approached and understood from a commonsense perspective...Fourteen years after the first edition, a number of important new topics are added. They provide the reader with useful tools to explore archaeological data as the data becomes progressively multivariate...Each section uses the same case study and data set, thus enhancing the comparability of this technique...Drennan successfully conveys complex concepts in smple ways...both students and scholars will surely welcome this gentle introduction to statistics, wherein simplicity does not detract from scientific precision". (Gianmarco Alberti, American Journal of Archaeology, 114.4, 2010).

"thisis a superb book, setting the use of basic statistics in a format that makes sense of the formulas rather than just saying "compute this". Mathematically fluent students who scorn a specific context will complain that there is too much "talky talky" surrounding the formulas. That talk, missing from many applied elementary statistics, is especially what the audience for this book needs and deserves, and rarely gets in class, in my experience...Robert Drennan [has]...succeeded where others have failed, namely to explain, in an understandable way, the advantages of simple statistical techniques in a specific applied context. I heartily recommend this title." (Norman R. Draper, International Statistical Review, 79.1, 2011).

Praise for the first edition:

"Robert Drennan has done the field a great service." (Larry R. Kimball, American Antiquity, Vol 62 (1997)

"There is a great deal to recommend this book.... It is written in an engaging style...and it is consistently focused on the practical problems of archaeological analysis." (Robert E. Dewar, SAS Bulletin, July 1997)

"...this book is highly recommended." (Gary Lock, American Journal of Archaeology, Vol 101 (1997)

"I will use this book when I teach statistics in the future, and I will gladly recommend it to others." (Randall McGuire, Historical Archaeology, Vol 32 (1998)

"an excellent introductory textbook ...introducing complex ideas on statistics to students in a practical, non-threatening way.... [It] will help us to train our students to be better consumers of the statistical analyses they must deal with throughout their careers." (Mark Aldendorfer, Journal of Field Archaeology, Vol 25 (1998)

"Robert Drennan has done the field a great service." (American Antiquity)

"Statistics for Archaeologists effectively integrates both traditional statistical methods and more recent techniques of exploratory data analysis (EDA)...One of the major strengths of this book is its emphasis on sampling...Drennan has produced a usable and insightful statistics text." (Journal of Field Archaeology, 1998)