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selection of 2 by 2 Chi-square Test

Hi, I want to check whether there is a significant difference between the proportion of RNA binding proteins in my gene set and the proportion of all RNA binding proteins in all genes, what statistical method should I choose? is it Chi-square test?Any guidance is appreciated.

statistics chi-square

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