In: Statistics and Probability
A developmental psychologist is studying cognitive functions in
children. Three-, four-, and five-year-olds are asked to choose
between one large cookie or three smaller cookies that add up to
only about half the mass of the large cookie. The number of
children choosing each alternative is shown for each age group
below:
Three Years |
Four Years |
Five Years |
|
One cookie |
5 |
8 |
14 |
Three cookies |
15 |
12 |
6 |
What is the p value that corresponds to the chi-square
statistic for these data?
> .05 |
||
between .05 and .025 |
||
between .025 and .01 |
||
< .01 |
Suppose that the data for a chi-square test are as shown in the
table below:
f o |
14 |
8 |
11 |
5 |
6 |
f e |
10 |
8 |
6 |
8 |
12 |
What is the p value that corresponds to the chi-square
statistic for these data?
> .05 |
||
between .05 and .025 |
||
between .025 and .01 |
||
< .01 |
1)
Applying chi square test of independence: |
one cookie | 5 | 8 | 14 | 27 | |
three cookie | 15 | 12 | 6 | 33 | |
total | 20 | 20 | 20 | 60 | |
Expected | Ei=row total*column total/grand total | 3 year | 4 year | 5 year | Total |
one cookie | 9.000 | 9.000 | 9.000 | 27 | |
three cookie | 11.000 | 11.000 | 11.000 | 33 | |
total | 20 | 20 | 20 | 60 | |
chi square χ2 | =(Oi-Ei)2/Ei | 3 year | 4 year | 5 year | Total |
one cookie | 1.778 | 0.111 | 2.778 | 4.6667 | |
three cookie | 1.455 | 0.091 | 2.273 | 3.8182 | |
total | 3.2323 | 0.2020 | 5.0505 | 8.485 | |
test statistic X2 = | 8.485 | ||||
p value = | 0.014 |
Correct option is: between .025 and .01
2)
applying chi square goodness of fit test: |
observed | Expected | residual | Chi square |
Oi | Ei=total*p | R2i=(Oi-Ei)/√Ei | R2i=(Oi-Ei)2/Ei |
14.0000 | 10.00 | 1.26 | 1.600 |
8.0000 | 8.00 | 0.00 | 0.000 |
11.0000 | 6.00 | 2.04 | 4.167 |
5.0000 | 8.00 | -1.06 | 1.125 |
6.0000 | 12.00 | -1.73 | 3.000 |
44 | 44 | 9.8917 |
test statistic X2 = | 9.8917 | |
p value = | 0.0423 |
between .05 and .025