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Explain the difference between the information given by the tests of statistical significance t and Chi Square , and measures of association Cramers V, Gamma

Explain the difference between the information given by the tests of statistical significance t and Chi Square, and measures of association Cramers V, Gamma and Pearsons correlation coefficient, r. Can a test of significance show a statistically significant relationship while a measure of association shows a weak relationship between the variables?

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