If there is no seasonal effect on human births, we would expect equal numbers of children to be born in each season (winter, spring, summer, and fall). A student takes a census of her statistics class and finds that of the 120 students in the class,25 were born in winter, 36 in spring, 33 in summer, and 26 in fall. She wonders if the excess in the spring is an indication that births are not uniform throughout the year. Complete parts a through c below.
a) Compute the standardized residual for each season.
Standardized Residual |
||
Winter |
nothing |
|
Spring |
nothing |
|
Summer |
nothing |
|
Fall |
nothing |
|
(Round to three decimal places as needed.) |
b) Are any of the standardized residuals particularly large? (Compared to what?)
A.
The standardized residuals are not particularly large compared to the value of the chi-square test statistic.
B.
The standardized residuals are particularly large compared to the value of the chi-square test statistic.
C.
The standardized residuals are z-scores and at least one of them is particularly large, having a magnitude greater than 2.
D.The standardized residuals are z-scores and not particularly large because they are between
negative 2−2
and 2.
c) Determine the null and alternative hypotheses. Choose the correct answer below.
A.
Upper H 0H0:
Births are not distributed uniformly across the seasons.
Upper H Subscript Upper AHA:
Births are distributed uniformly across the seasons.
B.
Upper H 0H0:
Births are distributed uniformly across the seasons.
Upper H Subscript Upper AHA:
Births are not distributed uniformly across the seasons.
C.
Upper H 0H0:
Births are distributed uniformly across the seasons.
Upper H Subscript Upper AHA:
All the probabilities are different.
D.
Upper H 0H0:
All the probabilities are different.
Upper H Subscript Upper AHA:
Births are distributed uniformly across the seasons.
Find the alphaαequals=0.05 critical value for the chi squaredχ2 distribution with 3 degrees of freedom.
chi squaredχ2=___
(Round to two decimal places as needed.)
Why should you have anticipated the answer to part b? (The computed
chi squaredχ2 statistic for the given data is 2.87.)
Since the test statistic is (less than greater than) the critical value, (fail to reject, reject) H0. Because of this conclusion, ___at least one none all of the standardized residuals should be expected to be large in magnitude.
Get Answers For Free
Most questions answered within 1 hours.