In: Statistics and Probability
PROBABILITY
Answer the following. All applicable formulas used in the computations for this are required. Simply providing the answers will not be credited.
In a given region, the precipitation levels for 24-hour intervals are measured. Historical data indicate that in these 24-hour intervals, the mean precipitation is 5” while the standard deviation is 1.75”. A flood watch is issued when the precipitation exceeds 10”. Compute for the probability that a flood watch will be issued assuming that the historical observations are NORMALLY distributed.
Solution:
Given:In a given region, the precipitation levels for 24-hour intervals are measured. Historical data indicate that in these 24-hour intervals, the mean precipitation is 5” while the standard deviation is 1.75”.
That is: Mean =
Standard Deviation =
A flood watch is issued when the precipitation exceeds 10”.
We have to find:
P( a flood watch will be issued) = .......?
That is we have to find:
P( X > 10) ...........?
Find z score:
Thus we get:
P( X > 10 )= P( Z > 2.86)
P( X > 10 )= 1 - P( Z < 2.86)
Look in z table for z = 2.8 and 0.06 and find area.
P( Z < 2.86) = 0.9979
Thus
P( X > 10 )= 1 - P( Z < 2.86)
P( X > 10 )= 1 - 0.9979
P( X > 10 )= 0.0021
the probability that a flood watch will be issued is 0.0021