Empirical behavior of Chayes' null model |
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Authors: | E L Zodrow |
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Institution: | (1) Department of Geology, St. Francis Xavier University, Sydney Campus, Sydney, Nova Scotia, Canada |
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Abstract: | Chayes' t-test for closure correlations is developed from various approximations and assumptions. The empirical behavior of this test is observed through the use of random-sampling number matrices of order to thirteen. The experiments demonstrate a lower limit for the reliability of Chayes' model of about 91/100. That is, about one chance in ten remains that an error due to the statistical testing is committed on some product-moment correlations in a given matrix of correlation, given a confidence level of 90 percent. With increase in the number of variables, the test for departure from zero correlation can be used provided the sample size remains small. |
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Keywords: | simulation null correlations null model and Pearson correlation power oft-test" target="_blank">gif" alt="Prime" align="MIDDLE" BORDER="0">-test |
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