In: Statistics and Probability
Please answer the questions below
1. Use the standard normal table to find the z-score that corresponds to the cumulative area 0.7071. If the area is not in the table, use the entry closest to the area. If the area is halfway between two entries, use the z-score halfway between the corresponding z-scores.
2. Use the standard normal table to find the z-score that corresponds to the cumulative area 0.9629. If the area is not in the table, use the entry closest to the area. If the area is halfway between two entries, use the z-score halfway between the corresponding z-scores.
3. The weights of bags of baby carrots are normally distributed, with a mean of 32 ounces and a standard deviation of 0.34 ounce. Bags in the upper 4.5% are too heavy and must be repackaged. What is the most a bag of baby carrots can weigh and not need to be repackaged?
Solution:
Question 1) Find z value such that:
P( Z < z) = 0.7071
Look in z table for Area = 0.7071 or its closest area and find corresponding z value.
From above table we can see area 0.7071 is in between 0.7054 and 0.7088 and both are at same distance from 0.7071, Hence corresponding z values are 0.54 and 0.55
Thus average of both z values is = ( 0.54+0.55) / 2 = 0.545
Thus z = 0.545
Question 2)
Find z value such that:
P( Z < z) = 0.9629
Look in z table for Area = 0.9629 or its closest area and find corresponding z value.
From above table we can see area 0.9629 is in between 0.9625 and 0.9633 and both are at same distance from 0.9629 , Hence corresponding z values are 1.78 and 1.79
Thus average of both z values is = ( 1.78+1.79) / 2 = 1.785
Thus z = 1.785
Question 3)
Given: The weights of bags of baby carrots are normally distributed, with a mean of 32 ounces and a standard deviation of 0.34 ounces.
Bags in the upper 4.5% are too heavy and must be repackaged. Then remaining 100-4.5=95.5% need not to be repackaged.
What is the most a bag of baby carrots can weigh and not need to be repackaged?
that is find x value such that:
P( X< x) = 95.5%
P( X < x) = 0.9550
Look in z table for Area = 0.9550 or its closest area and find corresponding z value.
Area 0.9554 is closest to 0.9550 and it corresponds to 1.7 and 0.00
that is z = 1.70
Now use following formula to find x value:
ounce.
the most a bag of baby carrots can weigh 32.578 ounce and not need to be repackaged.