In: Statistics and Probability
Physical Sciences. Hydraulic fracturing, or fracking, is a method used to extract natural gas from deep shale deposits. This process involves over 500 chemicals and millions of gallons of water. In a random sample of fracking wells, the mean depth was 8000 feet. Assume the standard deviation is 440 feet and the distribution of depths is approximately normal. (a) What proportion (±±0.01) of wells have depths between 7120 and 8880 feet? (b) What proportion (±±0.0001) of wells have depths less than 6680 feet? (c) What proportion (±±0.0001) of wells have depths between 7560 and 9320 feet? (d) Suppose a new fracking well was drilled in 2012 to a depth of 8255 . Is there any evidence to suggest that the mean depth of wells has changed? zz(±±0.0001) = Conclusion: There is evidence There is no evidence.
Can someone please explain how to do this on a TI-84?
Solution:
We are given that : In a random sample of fracking wells, the mean depth was 8000 feet. Assume the standard deviation is 440 feet and the distribution of depths is approximately normal.
That is : and Standard Deviation =
Part a) hat proportion (±±0.01) of wells have depths between 7120 and 8880 feet?
In TI-84 , we use following steps:
1) Press 2ND
2) Press VARS ( DISTR)
3) Select 2 : normalcdf (
4) Enter the numbers:
Since we have to find probability between 7120 and 8880, Lower = 7120 and Upper = 8880
Thus we enter :
Lower : 7120
Upper : 8880
Paste and press Enter.
which gives answer 0.9545
Part b) What proportion (±±0.0001) of wells have depths less than 6680 feet?
Use same steps used above but Enter following numbers in following way:
Since we have to find Probability less than 6680 , lower limit would be - infinity
Thus we use -10^99 for lower limit. To get - sign , we press (-) button which is at the bottom of calculator.
Thus we get :
Lower : - 10^99
Upper : 6680
Paste and press Enter.
which gives answer 0.0013
Part c) What proportion (±±0.0001) of wells have depths between 7560 and 9320 feet?
Use same steps used in part a)
Lower : 7560
Upper : 9320
Paste and press Enter.
which gives answer 0.8399948 = 0.8400 ( rounded to 4 decimal places )
Part d) Suppose a new fracking well was drilled in 2012 to a depth of 8255 . Is there any evidence to suggest that the mean depth of wells has changed?
Since sample size is not given , we assume n = 1
we use following steps:
1) Press STAT
2) Select TESTS
3) Under TESTS select Z test
4) Under Z test Select Stats
5) Under Stats enter the numbers:
Thus we get following output:
Since z = 0.5795 and p value = 0.5622, we conclude that there is no eveidence to suggest that the mean depth of wells has changed.