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Spatial Analysis: Multiple Procedures in Pattern Recognition Studies

Published online by Cambridge University Press:  20 January 2017

Harold J. Hietala  and
Dominique E. Stevens
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Abstract

The analysis of the spatial distributions of artifacts on archaeological floors has potential for the recognition and interpretation of cultural patterns represented by prehistoric remains. This study emphasizes the use of multiple procedures for the separate problems of pattern detection, estimation, and prediction. Aggregative and segregative definitions are proposed for three artifact class associational modes. Definitions are also proposed for general and special pattern prediction problems. An application to the Mousterian site of Rosh Ein Mor in Israel, shows that multiple procedures can be extremely advantageous in the interpretation of general complex patterns.

Type
Articles
Information
American Antiquity , Volume 42 , Issue 4 , October 1977 , pp. 539 - 559
Copyright
Copyright © Society for American Archaeology 1977

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References

Binford, L. R. and Binford, S. R. 1966 A preliminary analysis of functional variability in the Mousterian of Levallois facies. American Anthropologist, 68, Part 2: 238-95.CrossRefGoogle Scholar
Bishop, W. W. and Clark, J. D., editors 1967 Background to Evolution in Africa. The University of Chicago Press, Chicago.Google Scholar
Clark, G. A. and Clark, J. D., editors 1976 More on Contingency table analysis, decision making criteria and the use of log linear models. American Antiquity 41: 259–73.Google Scholar
Crew, H. L. 1976 The Mousterian site of Rosh Ein Mor. In Prehistory and Paleoenvironments in the Central Negev, Israel, Vol. I, edited by Marks, A. E., pp. 75–112. SMU Press, Dallas.Google Scholar
Dacey, M. F. 1963 Order neighbor statistics for a class of random patterns in multidimensional space. Annals of the Association of American Geographers 53: 505–15.CrossRefGoogle Scholar
Dacey, M. F. 1973 Statistical tests of spatial association in the locations of tool types. American Antiquity 38: 320–28.Google Scholar
Fienberg, S. 1970 The analysis of multidimensional contingency tables. Ecology 51: 419–33.Google Scholar
Goldberg, P. 1976 Upper Pleistocene geology of the Avdat/Aqev area. In Prehistory and Paleoenvironments in the Central Negev, Israel, Vol. I, edited by Marks, A. E. pp. 25–56. SMU Press, Dallas.Google Scholar
Goodman, L.A. and Kruskall, W. H. 1963 Measures of association for cross classifications III: approximate sampling theory. Journal of the American Statistical Association, 58: 310–64.Google Scholar
Goodman, L.A. 1968 The analysis of cross-classified data: independence, quasi-independence and interactions in contingency tables with or without missing entries. Journal of the American Statistical Association, 63: 1091–131.Google Scholar
Goodman, L.A. 1969 How to ransack social mobility tables and other kinds of cross classification tables. American Journal of Sociology 75: 1–40.Google Scholar
Goodman, L.A. 1970 The multivariate analysis of qualitative data: interactions among multiple classifications. Journal of the American Statistical Association 65: 226–56.Google Scholar
Goodman, L.A. 1971 Partitioning of X2, analysis of marginal contingency tables, and estimation of expected frequencies in multidimensional contingency tables. Journal of the American Statistical Association 66: 339–45.Google Scholar
Grieg-Smith, P. 1952 Ecological observations on degraded and secondary forest in Trinidad, British Indies, II: structure of the communities. Journal of Ecology 40: 316–30.Google Scholar
Grieg-Smith, P. 1961 Data on pattern within plant communities. Journal of Ecology 49: 695–708.CrossRefGoogle Scholar
Grieg-Smith, P. 1964 Quantitative plant ecology, 2nd edition. Plenum Press, New York.Google Scholar
Haberman, S. J. 1974 Log-linear models for frequency tables with ordered classifications. Biometrics 30: 589–600.Google Scholar
Hietala, H. J. 1973 Adaptive parametric estimation and classification for multinomial distributions with applications to log linear models and contingency tables. Unpublished PhD dissertation. Department of Biostatistics, U.C.L.A.Google Scholar
Horowitz, A. 1976 Late quaternary paleoenvironments of prehistoric settlements in the Avdat/Aqev area. In Prehistory and Paleoenvironments in the Central Negev, Israel, Vol. I. edited by Marks, A. E., pp. 57–68. SMU Press, Dallas.Google Scholar
Kendall, M.G. 1955 Rank Correlation Methods, 2nd edition. Hafner Publishing Company, New York.Google Scholar
Kershaw, K. A. 1961 Association and co-variance analysis of plant communities. Journal of Ecology 49: 643–54.Google Scholar
Lieberman, G. J. and Owen, D. B. 1961 Tables of the Hypergeometric Probability Distribution. Stanford University Press, Stanford.Google Scholar
Marks, A. E. 1971 Settlement patterns and intrasite variability in the central Negev, Israel. American Anthropologist 73: 123–744.CrossRefGoogle Scholar
Marks, A. E., Phillips, J., Crew, H. and Ferring, R. 1971 Prehistoric sites near Ein Avdat in the Negev. Israel Exploration Journal 21: 13–24.Google Scholar
Marks, A. E. and Crew, H. 1972 Rosh Ein Mor, an open-air Mousterian site in the Central Negev, Israel. Curent Anthropology 13: 591–93.CrossRefGoogle Scholar
Morisita, M. 1962 Iδ-index, a measure of dispersion of individuals. Research in Population Ecology, IV, pp. 1–7. Kyushu University, Fukuoka.Google Scholar
Mueller, J., Schuessler, K. and Costner, H. 1970 Statistical Reasoning in Sociology, 2nd edition. Houghton Mifflin, Boston.Google Scholar
Muller, T. P. and Mayhall, J. T. 1971 Analysis of contingency table data on Torus Mandibularis using a log linear model. American Journal of Physical Anthropology 34: 149–53.Google Scholar
Munday, F. C. 1976 The Avdat/Aqev Area: its habitat and geographic setting. In Prehistory and Paleoenvironments in the Central Negev, Israel, Vol. I, edited by Marks, A. E., pp. 9–25. SMU Press, Dallas.Google Scholar
Pielou, E. C. 1959 The Use of point-to-plant distances in the study of the pattern of plant populations. Journal of Ecology 47: 607–13.Google Scholar
Pielou, E. C. 1960 A single mechanism to account for regular, random and aggregated populations. Journal of Ecology 48: 575–84.CrossRefGoogle Scholar
Pielou, E. C. 1969 An Introduction to Mathematical Ecology. Wiley-Interscience, New York.Google Scholar
Reid, D. 1974 Some comments on typologies in archaeology and an outline of a methodology. American Antiquity 39: 216–42.Google Scholar
Tchernov, E. 1976 Some late quaternary faunal remains from the Avdat/Aqev area. In Prehistory and Paleoenvironments in the Central Negev, Israel, Vol. I, edited by Marks, A. E., pp. 69–74. SMU Press, Dallas.Google Scholar
Thompson, H. R. 1955 Spatial point processes, with applications to ecology. Biometrika 42: 102–15.Google Scholar
Thompson, H. R. 1956 Distribution of distance to n-th. neighbor in a population of randomly distributed individuals. Ecology 37: 391–94.CrossRefGoogle Scholar
Thompson, H. R. 1958 The statistical study of plant distribution patterns using a grid of quadrats. Australian Journal of Botany 6: 322–42.Google Scholar
Watts, A. 1972 On the taboo against knowing who you are. Vintage Books, New York.Google Scholar
Whallon, R. 1972 Spatial analysis of paleolithic occupation areas. In The explanation of culture change: models in prehistory, edited by Renfrew, C., pp. 115–30. University of Pittsburgh Press, Pittsburgh.Google Scholar
Whallon, R. 1973 Spatial analysis of occupation floors, I. Application of dimensional analysis of variance. American Antiquity 38: 266–78.Google Scholar
Whallon, R. 1974 Spatial analysis of occupation floors, II. Application of nearest neighbor analysis. American Antiquity 39:16–34.CrossRefGoogle Scholar