An industrial plant claims to discharge no more than 1000 gallons of wastewater per hour, on the average, into a neighboring lake. An environmental action group decides to monitor the plant, in case this limit is being exceeded. A random sample of four hours is selected over a period of a week. The observations (gallons of wastewater discharged per hour) are
1291,2252,2652, 2344 Complete parts a through d below.
a. Find the sample mean,x overbar, standard deviation, s, and standard error, se.
b. to test H0:To test Upper H0: mu μ=1000 vs. Upper H Subscript Ha: mu μ greater than >1000,find the test statistic.
t= ( ) round to two decimal places.
c. Determine the P-value and decide if there is enough evidence to reject the null hypothesis at the 0.05 significance level.
the P-value is ( ) round to three decimal places
Values ( X ) | Σ ( Xi - X̅ )2 | |
1291 | 711914.0625 | |
2252 | 13747.5625 | |
2652 | 267547.5625 | |
2344 | 43785.5625 | |
Total | 8539 | 1036994.75 |
Mean X̅ = Σ Xi / n
X̅ = 8539 / 4 = 2134.75
Sample Standard deviation SX = √ ( (Xi - X̅ )2 / n - 1 )
SX = √ ( 1036994.75 / 4 -1 ) = 587.9327
Standard Error = S/√(n) = 293.9664
Part b)
Test Statistic :-
t = ( X̅ - µ ) / (S / √(n) )
t = ( 2134.75 - 1000 ) / ( 587.9327 / √(4) )
t = 3.86
Part c)
P - value = P ( t > 3.8601 ) = 0.015
Reject null hypothesis if P value < α = 0.05 level of
significance
P - value = 0.0154 < 0.05, hence we reject null hypothesis
Conclusion :- Reject null hypothesis
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