# Alternative nonparametric test for chi-square test for independence

suppose we have a table like this:

\begin{array}{ |l | c | r |} \hline & \mathrm{win} & \mathrm{lose} \\ \hline \mathrm{male} & X_{11} & X_{12} \\ \hline \mathrm{female} & X_{21} & X_{22} \\ \hline \end{array}

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and we want to know if winning or losing depends on sex (male or female) apart from chi-square test for Independence, which non-parametric tests we can use? Thanks