In: Statistics and Probability
Using excel or statcato, stack all ten columns together into a single column. Once you have all 300 grades in a single column, calculate:
• The average numeric grade for all 300 students
• The standard deviation for numeric grade
for all 300 students
• If we were to assume the population of
grades was normally distributed (which it certainly isn’t)
calculated the probability that an individual would have a final
grade higher than a 90.
• Again, assuming normality, calculate the probability that an individual was have a final grade higher than 80.
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Note : The following calculations are based on the assumption that it is a sample of 300 grades. If it is a population and not a sample then use the Excel function stdev.p for standard deviation and the calculations will change for parts 2,3,4
1) Average Numeric Grade =
85.6267 (Using Excel
function average)
2) Assuming this is a sample and not a population we use Excel
function stdev.s fro standard deviation
calculation
Standard Deviation for numeric grade =
12.524
3) Since population is assumed normal, we find the probability
using Excel function NORM.DIV
Let X be the grade
To find P(X > 90)
P(X > 90) = 1 - P(X ≤ 90)
P(X > 90) = 1- NORM.DIST(90, 85.6267, 12.524,
TRUE)
= 0.3635
Probability that an individual would have a final grade higher than
a 90 = 0.3635
4) To find P(X > 80)
P(X > 80) = 1 - P(X ≤ 80)
P(X > 80) = 1- NORM.DIST(80, 85.6267, 12.524,
TRUE)
= 0.6734
Probability that an individual would have a final grade higher than
80 = 0.6734