What is the Phi Coefficient?
The Phi Coefficient is a measure up of association in between two binary variables (i.e. Living/dead, black/white, success/failure). The is also called the Yule phi or median Square Contingency Coefficient and is offered for contingency tables when:
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Interpreting the Phi Coefficient
The phi coefficient is a symmetrical statistic, which way the live independence variable and dependent variables room interchangeable.The translate for the phi coefficient is comparable to the Pearson Correlation Coefficient. The range is native -1 come 1, where:0 is no relationship.1 is a perfect confident relationship: most of your data drops along the diagonal cells. -1 is a perfect an adverse relationship: many of her data is not on the diagonal.
The Political science Department in ~ Quinnipiac university posted this beneficial list that the an interpretation of Pearson’s Correlation coefficients. The same dominance of thumb can be offered for the Phi coefficient. Note that these room “crude estimates” for interpreting strengths of relationships.
|r value =|
|+.70 or higher||Very solid positive relationship|
|+.40 come +.69||Strong hopeful relationship|
|+.30 come +.39||Moderate confident relationship|
|+.20 to +.29||weak hopeful relationship|
|+.01 come +.19||No or negligible connection|
|-.01 come -.19||No or negligible relationship|
|-.20 to -.29||weak an adverse relationship|
|-.30 come -.39||Moderate an unfavorable relationship|
|-.40 come -.69||Strong an adverse relationship|
|-.70 or higher||Very strong an unfavorable relationship|
References:Quinnipiac University. Maaning the Pearson’s. Recall Jun 20, 2016 from: http://faculty.quinnipiac.edu/libarts/polsci/Statistics.htmlYule, G. U. (1912). J. R. Statist. Soc., 75,576–642. (On the approaches of measuring theassociation in between two variables. The firstidentification of the phi-coefficient.)
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