Combinatorial procedures for the analysis of alternate models: An example from interregional migration

Papers of the Regional Science Association - Tập 53 - Trang 105-115 - 1983
Nathan Gale1, Lawrence J. Hubert2, Waldo R. Tobler3, Reginald G. Golledge3
1Department of Geography, Unviersity of California at Santa Barbara, Santa Barbara
2Graduate School of Education, University of California at Santa Barbara, Santa Barbara
3Department of Geography, University of California at Santa Barbara, Santa Barbara

Tóm tắt

In this paper we present a methodology for comparing the adequacy of two or more models in terms of how well they represent a given data set. A set of interregional migration models is tested, including several variations of push-pull models, Wilson's entropy maximizing model, a quadratic programming solution, and and ANOVA model. Testing is undertaken using a heuristic procedure based on a pair by pair comparison of models to see which one best represents migration flows as estimated by the Census Bureau. The results of the pairwise testing are presented visually in a “matrix map” which allows us to illustrate the degree to which a perfect ordering of the comparison indices exists, and the degree to which individual models cluster together.

Tài liệu tham khảo

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