In: Statistics and Probability
(1 point) Among drivers who have had a car crash in the last year, 220 were randomly selected and categorized by age, with the results listed in the table below.
Age | Under 25 | 25-44 | 45-64 | Over 64 |
Drivers | 88 | 51 | 31 | 50 |
If all ages have the same crash rate, we would expect (because
of the age distribution of licensed drivers) the given categories
to have 16%, 44%, 27%, 13% of the subjects, respectively. At the
0.05 significance level, test the claim that the distribution of
crashes conforms to the distribution of ages. Keep at least two
decimal places in your calculations.
The test statistic is ?2=χ2=
The critical value is ?2=χ2=
The conclusion is
A. There is sufficient evidence to warrant the
rejection of the claim that the distribution of crashes conforms to
the distibuion of ages.
B. There is not sufficient evidence to warrant the
rejection of the claim that the distribution of crashes conforms to
the distibuion of ages.
Answer:
H0 : p(under 25) = 0.16 ; p (25 -44) = 0.44 ; P(45 - 64) = 0.27 ; P(over 64) = 0.13
Ha : Here the expected crash rate is not as the license distribuition.
Here
Total sample size = 220
df = n-1 =4-1 = 3
Expected values of licensed categories are
for Under 25 = 220* 0.16 = 35.2
for 25 -44 age group = 220 * 0.44 = 96.8
for 45 - 64 age group= 220* 0.27 = 59.4
for over 64 group = 220 * 0.13 = 28.6
Age | Drivers(o) | Expected(E) | (O -E)^2/E |
Under 25 | 88 | 35.2 | 79.2 |
25-44 | 51 | 96.8 | 21.6698 |
45-64 | 31 | 59.4 | 13.5784 |
over 64 | 50 | 28.6 | 16.0123 |
Sum | 220 | 220 | 130.4605 |
the test statistic X2 = 130.4605
for level of significance 0.05 df =3 Critical value = 7.815
p-value=0
ie, p-value is less than =0.05 hence we reject H0
conclusion :- There is not sufficient evidence to warrant the rejection of the claim that the distribution of crashes conforms to the distibuion of ages
Option B is Correct
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