In: Statistics and Probability
The types of browse favored by deer are shown in the following table. Using binoculars, volunteers observed the feeding habits of a random sample of 320 deer.
Type of Browse | Plant
Composition in Study Area |
Observed Number of
Deer Feeding on This Plant |
Sage brush | 32% | 107 |
Rabbit brush | 38.7% | 117 |
Salt brush | 12% | 43 |
Service berry | 9.3% | 32 |
Other | 8% | 21 |
Use a 5% level of significance to test the claim that the natural distribution of browse fits the deer feeding pattern.
(a) What is the level of significance?
State the null and alternate hypotheses.
H0: The distributions are different.
H1: The distributions are
different.H0: The distributions are the
same.
H1: The distributions are the
same. H0: The
distributions are different.
H1: The distributions are the
same.H0: The distributions are the same.
H1: The distributions are different.
(b) Find the value of the chi-square statistic for the sample.
(Round the expected frequencies to at least three decimal places.
Round the test statistic to three decimal places.)
Are all the expected frequencies greater than 5?
YesNo
What sampling distribution will you use?
binomialchi-square Student's tnormaluniform
What are the degrees of freedom?
(c) Estimate the P-value of the sample test statistic.
P-value > 0.1000.050 < P-value < 0.100 0.025 < P-value < 0.0500.010 < P-value < 0.0250.005 < P-value < 0.010P-value < 0.005
(d) Based on your answers in parts (a) to (c), will you reject or
fail to reject the null hypothesis that the population fits the
specified distribution of categories?
Since the P-value > α, we fail to reject the null hypothesis.Since the P-value > α, we reject the null hypothesis. Since the P-value ≤ α, we reject the null hypothesis.Since the P-value ≤ α, we fail to reject the null hypothesis.
(e) Interpret your conclusion in the context of the
application.
At the 5% level of significance, the evidence is sufficient to conclude that the natural distribution of browse does not fit the feeding pattern.At the 5% level of significance, the evidence is insufficient to conclude that the natural distribution of browse does not fit the feeding pattern.
(a) What is the level of significance?
0.05
State the null and alternate hypotheses.
H0: The distributions are the same.
H1: The distributions are different.
(b) Find the value of the chi-square statistic for the sample.
(Round the expected frequencies to at least three decimal places.
Round the test statistic to three decimal places.)
2.131
Are all the expected frequencies greater than 5?
Yes
What sampling distribution will you use?
chi-square
What are the degrees of freedom?
4
(c) Estimate the P-value of the sample test statistic.
P-value > 0.100
(d) Based on your answers in parts (a) to (c), will you reject or
fail to reject the null hypothesis that the population fits the
specified distribution of categories?
Since the P-value > α, we fail to reject the null hypothesis.
(e) Interpret your conclusion in the context of the
application.
At the 5% level of significance, the evidence is insufficient to conclude that the natural distribution of browse does not fit the feeding pattern.
observed | expected | O - E | (O - E)² / E |
107 | 102.400 | 4.600 | 0.207 |
117 | 123.840 | -6.840 | 0.378 |
43 | 38.400 | 4.600 | 0.551 |
32 | 29.760 | 2.240 | 0.169 |
21 | 25.600 | -4.600 | 0.827 |
320 | 320.000 | 0.000 | 2.131 |
2.131 | chi-square | ||
4 | df | ||
.7117 | p-value |
Please give me a thumbs-up if this helps you out. Thank you!