First, recall the bootstrap distribution has a mean equal to 1995.36. This value almost coincides exactly with the value of the sample mean \(\overline{x}\) of our original 50 pennies of 1995.44. Second, let’s compute the standard deviation of the bootstrap distribution using the values of mean_year in the virtual_resampled_means data frame: