To determine the z-statistic, we need to use the formula:
z = (x - μ) / (σ / sqrt(n))
Where:
x = sample mean (529)
μ = population mean (514)
σ = population standard deviation (117)
n = sample size (50)
Substituting the values, we get:
z = (529 - 514) / (117 / sqrt(50))
z = 1.26
Therefore, the correct z-statistic for this situation is 1.26 (option C). This indicates that Colleen's class's average math SAT score is 1.26 standard deviations above the population mean.