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The Archaeologist’s Laboratory The Analysis of Archaeological Data INTERDISCIPLINARY CONTRIBUTIONS TO ARCHAEOLOGY Series Editor: Michael A. Jochim, University of California at Santa Barbara Founding Editor: Roy S. Dickens, Jr., Late of University of North Carolina, Chapel Hill Current Volumes in This Series: THE ARCHAEOLOGIST’S LABORATORY The Analysis of Archaeological Data E. B. Banning AURIGNACIAN LITHIC ECONOMY Ecological Perspectives from Southwestern France Brooke S. Blades CASE STUDIES IN ENVIRONMENTAL ARCHAEOLOGY Edited by Elizabeth J. Reitz, Lee A. Newsom, and Sylvia J. Scudder DARWINIAN ARCHAEOLOGIES Edited by Herbert Donald Graham Maschner EARLIEST ITALY An Overview of the Italian Paleolithic and Mesolithic Margherita Mussi FAUNAL EXTINCTION IN AN ISLAND SOCIETY Pygmy Hippopotamus Hunters of Cyprus Alan H. Simmons and Associates HUMANS AT THE END OF THE ICE AGE The Archaeology of the Pleistocene–Holocene Transition Edited by Lawrence Guy Straus, Berit Valentin Eriksen, Jon M. Erlandson, and David R. Yesner A HUNTER–GATHERER LANDSCAPE Southwest Germany in the Late Paleolithic and Mesolithic Michael A. Jochim HUNTERS BETWEEN EAST AND WEST The Paleolithic of Moravia and MISSISSIPPIAN POLITICAL ECONOMY Jon Muller PROJECTILE TECHNOLOGY Edited by Heidi Knecht STATISTICS FOR ARCHAEOLOGISTS A Commonsense Approach Robert D. Drennan VILLAGERS OF THE MAROS A Portrait of an Early Bronze Age Society John M. O’Shea A Chronological Listing of Volumes in this series appears at the back of this volume. A Continuation Order Plan is available for this series. A continuation order will bring delivery of each new volume immediately upon publication. Volumes are billed only upon actual shipment. For further information please contact the publisher. The Archaeologist’s Laboratory The Analysis of Archaeological Data E. B. Banning University of Toronto Toronto, Canada KLUWER ACADEMIC PUBLISHERS NEW YORK, BOSTON, DORDRECHT, LONDON, MOSCOW eBookISBN: 0-306-47654-1 Print ISBN: 0-306-46369-5 ©2002 Kluwer Academic Publishers NewYork, Boston, Dordrecht, London, Moscow Print ©2000 Kluwer Academic/Plenum Publishers New York All rights reserved No part of this eBook maybe reproducedortransmitted inanyform or byanymeans,electronic, mechanical, recording, or otherwise,withoutwritten consent from the Publisher Createdin the UnitedStates of America Visit Kluwer Online at: http://kluweronline.com and Kluwer's eBookstoreat: http://ebooks.kluweronline.com For Cindy Preface The purpose of this book is to introduce stu- analysis, lithics, archaeozoology, or archaeo- dents to basic laboratory and analytical tech- logical architecture, I hope that they can find niques in archaeology. It is not a text on statistics something of value in this book. or archaeometry, although it does containsome This book is primarily intended for third- or statistics and is applicable to archaeometric prob- fourth-year undergraduates who already have lems. Although it will familiarize students with some background in archaeology, such as an a wide range of analytical techniques, the details introductory course in world prehistory or a of most of them are beyond its scope. Only course in field methods. Students will also find methods that we could reasonably expect un- it helpful to have had at least a basic course in dergraduate students to carry out in class are statistics, although any statistical concepts used considered in detail. Some more advanced meth- here are briefly reviewed. Some good introduc- ods are only mentioned for the sake of complete- tions to statistics for archaeologists include ness or to familiarize students with terms they Drennan (1996), Fletcher and Lock (1991), Orton will encounter elsewhere. (1980), and Shennan (1988), each with its own I decided to write this book after years of emphases. Sections of this book that are a little trying to find a reference that students can use to more advanced may be considered optional, learn how to analyse archaeological data. Some and will be identified as such in the first para- books cover excavation methods, others statis- graph. It is not a manual to teach how to carry tics, classification, faunal analysis, out statistical tests, which we would now do palaeoethnobotany, or archaeometry, while still with computers rather than manually. Where I others deal with spatial analysis or computer provide a practical example, however, I recom- applications, but none with the common threads mend that readers try to work their way through that tie all these things to a core of archaelogical it, simply to have a better understanding of how practice. In addition, there is often a gulf be- or why something works. Although I have writ- tween method and theory, when, in fact, no ten the book with undergraduates in mind, method is useful unless it is informed by theory. graduate students may also find it useful as a This is not an encyclopedic manual for any of reference, particularly the bibliographies and these subjects, but an attempt to pull together the introductions to measurement theory, use of the common threads of archaeological analyti- graphs, database design, and sampling. For most cal concepts. Rather than provide a statistics text of the remainder, such as lithics analysis and the with archaeological examples, my purpose is to like, graduate students will find it more useful emphasize how archaeological data are formed to consult the more specialized literature cited and recorded, how they are classified or grouped here. together for analysis, and some relatively sim- Since I wrote the first draft of this book, ple but important ways these data can be ma- Sutton and Arkush (1998) published Archaeo- nipulated, compared, examined, or presented logical Laboratory Methods. Their book introduces to extract information from them and to com- the analyses of materials such as lithics, pottery, municate it to an audience. Whether readers animal bones, and plant remains, generally at a intend to specialize in stratigraphy, phytolith less advanced level than here, and includes some viii The Archaeologist’s Laboratory topics, such as glass, textiles, and historical arti- are not unique to processual archaeology. I em- facts, that are not specifically treated here. It phasize the point that we as archaeologists create may be appropriate for first- or second-year the measures, categories, and concepts that we archaeological students who are not yet pre- use to observe, organize, and interpret the evi- pared to tackle some of the readings in this book. dence of the past. That does not mean thatthese It is also more focussed on American archaeol- creations are not valid or that one set of concepts ogy and does not cover the more theoretical or is as good as any other. What it does mean is that quantitative topics. the concepts appropriate for one program of research may not be as useful for another, and A few words are in order about my own that we should think very carefully about the interests, influences and theoretical perspective, concepts we use when we are designing our which, although I do try to present alternative research, rather than simply copying the catego- views, clearly guide the direction of this book. ries and measures of someone else’s research My early archaeological training shaped me uncritically. Another point I make throughout is into some version of a “processual” archaeolo- that it is very easy to mislead others, and our- gist, with the view that archaeology could ben- selves, about the significance of our results if we efit from the methods of science. My early interest do not take into account that the observations in archaeometry also contributed to this view. we make are prone to various kinds of errors At the same time, my universitytrainingbridged and are usually on imperfect samples rather the Anthropology and Near Eastern Studies than on the whole in which we are interested. departments at University of Toronto, and I was Finally, I stress that the set of concepts we use also influenced by classicists and historians. makes an integrated whole, so that it does not Consequently, I had a greater appreciation than make sense to segregate archaeological theory manyprocessual archaeologists at the time for into zooarchaeological theory, lithics theory, and the methodology of history, and I knew that so on. All analysis in archaeology, even though history was not the unsophisticated chronicling there are some uniqueproblems, shares a large of events that some processual archaeologists number of basic theoretical and methodological suggested it was. Historians had also long been concerns. aware that our interpretation of the past was colored by our own experiences and culture, as My writing has had other major influences well as those of texts’ authors, a view that did as well. My way of viewing probability, inferen- not have wide currency in anthropological ar- tial statistics, and research design has been in- chaeology until the 1980s. This background made fluenced by Bayesian analysis, and particularly me receptive to aspects of the “post-processual” the work of Buck, Cavanagh, and Litton (1996). program. I still felt that plausible archaeological Their work and that of others who have applied analysis and interpretation should have some Bayesian analysis to archaeological problems scientific rigor, in the sense that arguments especially influenced chapters 4 and 15. Al- should be logical and consistent both internally though most of the statistics presented here are and with our observations, but I found thatpost- not particularly Bayesian, I consider it essential processual relativism was not diametrically op- that students are at least aware of this important posed to science (cf. VanPool and VanPool 1999). approach. My views on systematics are most Indeed, philosophers of science, even a century heavily influenced by the work of Dunnell (1971; ago, were aware that scientific observations were 1986), as is fairly obvious in chapter 3, but I have affected by the preconceptions—the theoretical found that I agree with many views of Adams baggage — of the scientist. Furthermore, even and Adams (1991), even though our use of ter- the most vocal post-processualists make use of minology differs and I, like Dunnell, make the measurements and data — see, for example, distinction between classification and group- Shanks and Tilley’s (1987) analysis of attributes ing. Another major influence on my views on of beer cans — and are particularly concerned archaeological data and analysis is Clive Orton, with meaning in data. I agree with Orton (1988) and especially his papers on quantification cited that measurement and quantitative methods in chapter 5. Preface ix Although I have aimed at a reasonable bal- In addition to generaltheoretical and meth- ance of views in the book, it is clear that these odological issues, the text provides basic intro- influences have had a strong effect on the out- ductions to some common kinds of come, and that I feel strongly about some issues, archaeological analyses by focussing on lithics, such as measurement error and the futility of pottery, animal bones, and plant remains, as complete “objectivity” in analysis. While I do well as other laboratory skills, such as illustra- not expect all archaeologists to agree with my tion and conservation. I make no claim to be an own use of terminology or presentation of con- expert in any of these specializations, although cepts, I believe it is important for all archaeolo- as an archaeologist who runs a lab in Toronto gists to be clear what they mean by the terms and and a field project in Jordan I must deal with concepts they use. While I agree with Adams them at some level on a regular basis. It is and Adams (1991) that archaeological practice important to remember that these chapters are often does not consciously adhere to some theo- not exhaustive treatments, but only introduc- retical program, that there has been a large gap tions to what is, after all, a vast literature on between practice and theory, and that much these subjects. To keep the volume from getting everyday work is largely intuitive, I still believe unwieldy, I also had to make the painful deci- that it is useful to be able to recognize the types sion to omit some topics, such as human re- of concepts and tools that archaeologists are mains, spatial analysis, and microrefuse. using, whether intuitively or consciously. Some In general, the chapters begin with concepts, parts of this book are an attempt to make stu- terms, and a selection of basic measurements dents and others aware of the conceptual struc- commonly found in some kinds of current re- ture that lies behind everyday archaeological search, followed by brief discussion of several laboratory practice. kinds of laboratory research involving those materials,such as stylistic analysis of lithics or The Organization of the Book inferringseasonality from faunal remains. These are not intended to instruct students how to do The various aspects of archaeological research stylistic analysis or measure growth increments are so interrelated that it is difficult to discuss on shell, for example, but only to familiarize one without reference to the others. Conse- them with the range of research in that field and quently, some topics, such as sampling, are de- some of the measurement and analytical prob- layed until after the reader has covered some lems they entail. basic concepts in the definition and recording of data, and some of the more challenging aspects Throughout the book, words shown in bold of data compilations are left for the end of chap- refer to significant concepts and terms. My own ter 3. Although the book is designed as a course definitions for these, which may differ from text, with chapters often building on concepts others’ definitions, appear in the glossary and presented in previous ones, readers and instruc- usually also when they are first mentioned in tors may want to reorder the chapters to suit the text. themselves or use only parts of chapters. For My web site provides sample laboratory example, some instructors may want to cover exercises that include suggestions as to how an databases (chapter 3) with lithics (chapter 8), instructor may implement them. They are based quantification (chapter 5) in the context of oste- on my own experiences of teaching laboratory ology (chapter 10), or systematics (chapter 3) methods to third- and fourth-year undergradu- along with pottery (chapter 9). I consciously ates at University of Toronto over a period of decided not to omit more difficult material, seven years, and are intended to illustrate spe- partly to avoid “talking down” to students and cific concepts in the book, such as the effect of partly so that it would be available for future sample size on standard error, as well as to reference. Instuctors may suggest that students expose students to different kinds of archaeo- skip the equations or more difficult passages if logical materials. I fully expect that instructors they might prove an impediment. who choose to use the book as a text would want x The Archaeologist’s Laboratory to modify the exercises (and I have sometimes References Cited suggested directions such modifications might Adams, W. Y., and E. W. Adams, 1991, Archaeological Typol- take), to add others and to make omissions and ogy and Practical Reality, A Dialectical Approach to Artifact substitutions. Some instructors, I know, already Classification and Sorting. Cambridge University Press, have long-standing courses in laboratory meth- Cambridge. ods and their own time-tested sets of exercises. Buck, C. E., Cavanagh, W. G., and Litton, C. D., 1996, Bayesian The manual is a guide that will, I hope, help Approach to Interpreting Archaeological Data. John Wiley & Sons, New York. those instructors who need some ideas about Drennan, R. D., 1996, Statistics for Archaeologists. A how to turn some of the book’s concepts into a Commonsense Approach. Plenum Press, New York. hands-on experience for students. Its URL is: Dunnell, R. C., 1971, Systematics in Prehistory. New York: Free http://www.chass.utoronto.ca/~banning/ Press. manual — 1986, Methodological issues in Americanist artifact classifi- This book has benefitted from the comments cation. Advances in Archaeological Method and Theory of many colleagues and students in its several 9:149-207. iterations over the last five or six years. Many Fletcher, M., and Lock, G. R., 1991, Digging Numbers: Elemen- thanks to the anonymous reviewers as well as tary Statistics for Archaeologists. Oxford: Oxford University Committee for Archaeology. James Barrett, Roelph Beukens, Mark Blackham, Orton, C., 1980, Mathematics in Archaeology. Cambridge Uni- Bill Cavanagh, Michael Chazan, James Conolly, versity Press, Cambridge. Max Friesen, Andrew Garrard, Alicia Hawkins, — 1988, Review of Quantitative Research in Archaeology (ed. David Lasby, Bob Laxton, Susan Maltby, Louise M. S. Aldenderfer 1987). Antiquity 62:597-98. Martin, Steve Monckton, Clive Orton, Larry Shanks, M., and Tilley, C., 1987, Re-Constructing Archaeology: Pavlish, Rula Shafiq, Cindy Shobbrook, Julian Theory and Practice. Cambridge University Press, Cam- Siggers, Joe Stewart, Karen Wright, and several bridge. classes of students for corrections and helpful Shennan, S., 1988, Quantifying Archaeology. Edinburgh Uni- suggestions on various parts of this book. Barb versity Press, Edinburgh. Leskovec and Jacqueline Stagen helped with the Sutton, M. Q., and Arkush, B. S., 1998, Archaeological Labora- index. Of course I take responsibility for the tory Methods: An Introduction. Kendall/Hunt, Dubuque, IO. remainingerrors. Thanks also to Eliot Werner Thomas, D. H., 1986, Refiguring Anthropology: First Principles for his interest in the project. of Probability and Statistics. Waveland Press, Prospect Heights, IL. E. B. Banning VanPool, C. S., and VanPool, T. L., 1999, The scientific nature Toronto, Canada of postprocessualism. American Antiquity 64:33-53. Credits Thanks are due to the following for permission to repro- 16.15 (right), 16.16, 16.17, 16.18; Oxford University Press duce illustrations or quotations. for figure 9.5; F. A. Lone, M. Khan and G. M. Buth, Srinagar, Kashmir, India, for figure 11.14; Reed-Elsevier Academic Press, J. Dean, M. A. Hardin, and J. Stein for for figures 9.13 and 9.14; The Royal Ontario Museum for figures 9.28, 12.5, 15. 2; Antiquity and J. S. Holladay for figures 9.12, 16.15 (left), 16.19; Robert Smith and Col- figures 16.9, 16.10, 16.11, 16.12; Mark Blackham for fig- lege of Wooster for figure 3.12; The Smithsonian Institu- ure 14.5; Don R. Brothwell for figure 10.7; Burterworth tion for figure 9.20; Taraxacum and Owen Rye for figures Heinemann for figures 12.8 and 12.9; Cambridge Univer- 9.8, 9.9, 9.10, 9.11, 9.15, 9.16, 9.17, 9.18, 9.19, 9.21, 9.26; sity Press for figures 2.15, 9.29, 12.1, 12.12; Carnegie and John Wiley & Sons for figures 13.1, 15.8, and 15.9. Institution for figure 9.27; Harper-Collins Publishers for Figures 16.4, 16.5, 16.6 are from L. Addington’s Lithic the quotation from Zen and the Art of Motorcycle Mainte- Illustration in the Prehistoric Archeology and Ecology nance by Robert Pirsig, pp. 274-5; IsoTrace Laboratories Series, edited by K. Butzer and L. Freeman, used by and Roelph Beukens for figure 15.6; David Newlands, permisssion of University of Chicago Press (© 1986 by Claus Breede and McGraw-Hill for figures 9.1, 16.7, 16.8, The University of Chicago).

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"This book looks like a real boon. Teachers will welcome it; "Where's my Banning?!" will become a common cry among students; and it will be welcome among contract archaeologists and amateur groups too." (Antiquity, 75, 2002)"[…] I use this text in my upper level introductory lab course. [...] The
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