Question: Please solve in R programming It is claimed that in the case of simple linear regression of $Y$ onto $X$, the $R^2$ statistic is equal

Please solve in R programming

It is claimed that in the case of simple linear regression of $Y$ onto $X$, the $R^2$ statistic is equal to the square of the correlation between $X$ and $Y$. Generate some synthetic data and show that this is the case.

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