You study average spending on a week's vacation. You take two independent samples. Sample 1 of 55 people has a mean of $1,523 with a variance of $3,351. Sample 2 of 47 has a mean of $1,576 with a variance of $2,782. Assume population means are at $3,010. Calculate the z-statistic.