Question
You are interested in studying the average number of prison rule violations during the previous 12 months for minimum security inmates in Kentucky. You collect
You are interested in studying the average number of prison rule violations during the previous 12 months for minimum security inmates in Kentucky. You collect information from a sample of inmates, and your research question is: Is the average number of rule violations for Kentucky inmates significantly different from the known average for inmates nationwide? You conduct a one-sample t-test (setting alpha at .05) and get the following results. Use this output to answer questions 9-16 (3 points each).
One-Sample Statistics | ||||
---|---|---|---|---|
N | Mean | Std. Deviation | Std. Error Mean | |
RuleVios | 69 | 2.5807 | .93149 | .11214 |
One-Sample Test | ||||||
---|---|---|---|---|---|---|
Test Value = 5.0 | ||||||
t | df | Sig. (2-tailed) | Mean Difference | 95% Confidence Interval of the Difference | ||
Lower | Upper | |||||
RuleVios | -21.574 | 68 | .000 | -2.41928 | -2.6430 | -2.1955 |
- What is the null hypothesis? _________________________________
- What is the alternative hypothesis? ____________________________
- What is the sample sized used in this analysis? ________________________
- What is the sample's average number of rule violations? ______________________
- What is the t value in this analysis? _______________________
- What is the p-value in this analysis? ___________________________
- Would you reject or fail to reject the null hypothesis? ___________________
- Do these results indicate that there is a statistically significant difference between the sample mean and the population mean (yes or no)? ______________________
All of the offenders in your sample have completed a cognitive-behavioral rehabilitation program. You are interested in learning if there is a significant difference between the number of arrests in the year before treatment as compared to the number of arrests in the year following treatment. You run a dependent samples t-test (setting alpha at .05) and get the following results. Use this output to answer questions 24-30 (3 points each).
Paired Samples Statistics | |||||
---|---|---|---|---|---|
Mean | N | Std. Deviation | Std. Error Mean | ||
Pair 1 | pre | 8.04 | 100 | 2.283 | .228 |
post | 6.35 | 100 | 2.280 | .228 |
Paired Samples Correlations | ||||
---|---|---|---|---|
N | Correlation | Sig. | ||
Pair 1 | pre & post | 100 | .785 | .000 |
Paired Samples Test | |||||||||
---|---|---|---|---|---|---|---|---|---|
Paired Differences | t | Df | Sig. (2-tailed) | ||||||
Mean | Std. Deviation | Std. Error Mean | 95% Confidence Interval of the Difference | ||||||
Lower | Upper | ||||||||
Pair 1 | pre - post | .190 | 1.495 | .150 | -.107 | .487 | 2.271 | 99 | .007 |
- What is the null hypothesis? ______________________________________________________
- What was the average number of arrests after treatment? ________________
- Did the average number of arrests decrease after treatment (yes or no)? ________________
- What is the t value for this analysis? _____
- What is the p-value for this analysis? _____________________
- Would you reject or fail to reject the null hypothesis? _____________________
- Is there a statistically significant difference in the mean number of arrests before and after treatment? ______________________
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