Question

In: Statistics and Probability

a. Describe the Pooled variance assumption. How does it change the standard error? What impact does...

a.

Describe the Pooled variance assumption. How does it change the standard error? What impact does it have on a test statistic? What impact does it have on a p-value?

How do you justify making the assumption?

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b.

Republican Democrat Libertarian
Support 18 24 8
Don't Support 14 12 5

The above contingency table was created by asking a sample of people in a given area if they support a measure taken by the government.  

If The variables were independent how many Republicans in our sample would we expect to Support the measure proposed?

2.

ohn believes he randomly selects his choice in Rock Paper Scissors.  

His friend challenges him to record what he chooses over the next 3 months.  

Rock 15
Paper 19
Scissors 21

Do a full hypothesis test to see if the data is truly balanced.  

Solutions

Expert Solution

1. (a) Pooled variance is used to combine together variances from different samples by taking their weighted average, to get the "overall" variance.

(b) 19.75

Col 1   Col 2   Col 3  
Row 1 Observed   18 24 8
Expected   19.75 22.22 8.02
Row 2 Observed   14 12 5
Expected   12.25 13.78 4.98

2. The hypothesis being tested is:

H0: The data is truly balanced

Ha: The data is not truly balanced

observed expected O - E (O - E)² / E
15 18.333 -3.333 0.606
19 18.333 0.667 0.024
21 18.333 2.667 0.388
55 55.000 0.000 1.018
1.02 chi-square
2 df
.6010 p-value

Since the p-value (0.6010) is greater than the significance level (0.05), we fail to reject the null hypothesis.

Therefore, we can conclude that the data is truly balanced.


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