Question

In: Statistics and Probability

Researchers were interested in the relationship between the type of prison the inmate is attending (High,...

Researchers were interested in the relationship between the type of prison the inmate is attending (High, Medium, Minimum) and the prison history of their parents (Both, None, One).  Below is the two-way table of the observed data.

High

Medium

Minimum

Total

Both

15

22

12

49

None

61

125

47

233

One

50

108

60

218

Total

126

255

119

500

What proportion of inmates with both parents in prison are in high security prisons?

If there was no relationship between the type of prison and the prison history of their parents, what proportion of inmates with both parents in prison would be in high security prisons?

The researchers are interested in testing the relationship between prison history of the parents and the type of prison an inmate is attending. What are the appropriate null and alternative hypotheses to test this relationship?

What are the degrees of freedom for the Chi Square test?

What are the missing expected counts under the null hypothesis?

High

Medium

Minimum

Total

Both

12.3

25.0

11.7

49

None

58.7

118.8

233

One

111.2

51.9

218

Total

126

255

119

500

If the P-value is greater than 0.25, is there evidence of a relationship between the prison history of the parents and the type of prison an inmate is attending?

Solutions

Expert Solution

usig excel>Addin>phstat>multiple sample test

we have

Chi-Square Test
Observed Frequencies
Column variable Calculations
Row variable High Medium Minimum Total fo-fe
Both 15 22 12 49 2.652 -2.99 0.338
None 61 125 47 233 2.284 6.17 -8.454
One 50 108 60 218 -4.936 -3.18
8.116
Total 126 255 119 500
Expected Frequencies
Column variable
Row variable High Medium Minimum Total (fo-fe)^2/fe
Both 12.348 24.99 11.662 49 0.569574 0.357747 0.009796
None 58.716 118.83 55.454 233 0.088846 0.320364 1.288818
One 54.936 111.18 51.884 218 0.4435 0.090955 1.269552
Total 126 255 119 500
Data
Level of Significance 0.05
Number of Rows 3
Number of Columns 3
Degrees of Freedom 4
Results
Critical Value 9.487729
Chi-Square Test Statistic 4.439153
p-Value 0.349823
Do not reject the null hypothesis

the appropriate null and alternative hypotheses to test this relationship are

Ho:there is no relationship between the prison history of the parents and the type of prison an inmate is attending

HA::there is a relationship between the prison history of the parents and the type of prison an inmate is attending

the degrees of freedom for the Chi Square test is 4

the missing expected counts under the null hypothesis are

High

Medium

Minimum

Total

Both

12.3

25.0

11.7

49

None

58.7

118.8

55.5

233

One

54.9

111.2

51.9

218

Total

126

255

119

500

If the P-value is greater than 0.25, then there is not sufficient evidence of a relationship between the prison history of the parents and the type of prison an inmate is attending. because ho is accepted


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