In: Statistics and Probability
A farmer takes a load of oranges to the local grocery store to be sold. The farmer claims the weight of the oranges will be at least 11 ounces each. You take a sample of 15 oranges and find a sample mean of 11.14 ounces. Test this claim for a 0.05 level of significance using excel. Standard deviation of 2.0.
Step 1: Let mu = population mean
Ho: mu =
Ha: mu>
Step 2: get z-score =norm.dist( )
The use and type this in excel =norm.s.inv(z-score from above)
Now make a decision: If the p-value is less than 05, you reject the null hypothesis. If no, we FAIL to reject.
1)
Ho : µ = 11
Ha : µ > 11 (Left
tail test)
2)
Level of Significance , α =
0.05
population std dev , σ =
2.0000
Sample Size , n = 15
Sample Mean, x̅ = 11.1400
' ' '
Standard Error , SE = σ/√n = 2.0000 / √
15 = 0.5164
Z-test statistic= (x̅ - µ )/SE = (
11.140 - 11 ) /
0.5164 = 0.27
p-Value = 0.3932
critical z value, z* =
-1.645 (using =norm.s.inv)
Decision: p-value>α, Fail to reject null hypothesis