For questions 24 – 25 answer all the following questions:
a)State the Null and Alternate Hypotheses
b) Which is the claim?
c) Will you use a z-test, t-test or chi-square test? What is the critical value?
d) Describe the reject region as left tailed, right tailed or two-tailed.
e) Find the sample statistic.
f) Do you reject the claim? Write out your decision in at least one sentence.
25. The Smokey Bear Rangers station came out with a report in 2010 that said 61% of forest fires are started by accident, 24% by lighting, 13% by arson and 2% of the causes are unknown. A 2017 study of 1000 randomly selected forest fire fighting companies was taken and the results of this sampling is recorded below.
Cause of Forest Fire |
Accident |
Lighting |
Arson |
Unknown |
Number recorded |
581 |
256 |
138 |
25 |
Assuming the Smokey Bear Rangers percentages are correct for the year 2010 test at the 2.5% significance level whether the current distribution of the causes of forest fires is different from the 2010 report.
Ans:
a)
H0:Current distribution of the causes of forest fires is same as the 2010 report.
Ha:Current distribution of the causes of forest fires is different from the 2010 report.
b)H0 is claim
c)alpha=0.025
df=4-1=3
critical chi square value=CHIINV(0.025,3)=9.348
Reject H0 if chi square>9.348
d)Right tailed
e)
Cause | Observed(fo) | percentage | Expected | (fo-fe)^2/fe |
Accident | 581 | 61% | 610 | 1.379 |
Lighting | 256 | 24% | 240 | 1.067 |
Arson | 138 | 13% | 130 | 0.492 |
unknown | 25 | 2% | 20 | 1.250 |
Total | 1000 | 100% | 1000 | 4.188 |
Test statistic:
Chi square=4.188
f)Do not reject H0.
There is not sufficient evidence to conclude that the current distribution of the causes of forest fires is different from the 2010 report.
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