In: Statistics and Probability
Complete the following chi square test:
Show All Work.
Example Chi Sq.
40% of Americans say that their favorite pastime is sports, 40% say that it’s time with their family, and 20% name something else. A survey of your neighborhood finds that 10 people report a preference for sports, 15 for being with their families, and 5 something else. Do your neighbors differ from Americans overall?
Activity | Observed | Expected | EF | O-E | (O-E)2 | (O-E)2/E |
Sport |
10 |
.4 | 12 | -2 | 4 | .33 |
Family | 15 | .4 | 12 | 3 | 9 | .75 |
Other | 5 | .2 | 6 | -1 | 1 | .17 |
30 |
2 = ∑ (O-E)2/E = 1.25 |
Is Paris, Chicago, or NY the most romantic city?
City | Observed | Expected | EF |
O-E |
(O-E)2 | (O-E)2/E |
Chicago | 2 | .33 | ||||
New York | 40 | .33 | ||||
Paris | 58 | .33 | ||||
100 | 2 = ∑ (O-E)2/E = |
Please show all steps.
ANSWER::
category | observed frequencey, O | expected proportion | expected frequency,E | (O-E)²/E | ||
sports | 10 | 0.400 | 12.00 | 0.333 | ||
family | 15 | 0.400 | 12.00 | 0.750 | ||
something else | 5 | 0.200 | 6.00 | 0.167 |
chi square test statistic,X² = Σ(O-E)²/E
= 0.333+ 0.750+ 0.167
=
1.250
level of significance, α= 0.05
Degree of freedom=k-1
= 3 - 1
= 2
P value = 0.5353 [ excel function:
=chisq.dist.rt(test-stat,df) ]
Decision: P value >α , Do not reject Ho
so, neighbors do not differ from Americans overall
................
category | observed frequencey, O | expected proportion | expected frequency,E | (O-E)²/E | ||
chicago | 2 | 0.333 | 33.33 | 29.453 | ||
NY | 40 | 0.333 | 33.33 | 1.333 | ||
PARIS | 58 | 0.333 | 33.33 | 18.253 |
chi square test statistic,X² = Σ(O-E)²/E
=29.453+1.333+18.253
=
49.040
level of significance, α= 0.05
Degree of freedom=k-1=
3 - 1
= 2
P value = 0.0000 [ excel function:
=chisq.dist.rt(test-stat,df) ]
Decision: P value < α, Reject Ho
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