You replace x_1, ..., x_k with the mean of those k values, not the mean of all the values. So you would be replacing the first 3 values with 2 in your example,

You replace x_1, ..., x_k with the mean of those k values, not the mean of all the values. So you would be replacing the first 3 values with 2 in your example, not 3.5