Background: Anorexia is well known to be difficult to treat. The data set provided below contains...
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Background: Anorexia is well known to bedifficult to treat. The data set provided below contains data onthe weight gain for three groups of young female anorexia patients.These groups include a control group, a group receiving cognitivebehavioral therapy and a group receiving family therapy.Source: Hand, D. J., Daly, F., McConway, K., Lunn,D. and Ostrowski, E. eds (1993) A Handbook of Small Data Sets.Chapman & Hall, Data set 285 (p. 229).
Directions: Click on the Data button below todisplay the data. Copy the data into a statistical software packageand click the Data button a second time to hide it. Then perform ananalysis of variance (ANOVA) to determine whether or not thedifferences in weight gain between the treatment groups isstatistically significant.
Data
Control CBT Family -0.5 1.7 11.4 -9.3 0.7 11 -5.4 -0.1 5.5 12.3 -0.7 9.4 -2 -3.5 13.6 -10.2 14.9 -2.9 -12.2 3.5 -0.1 11.6 17.1 7.4 -7.1 -7.6 21.5 6.2 1.6 -5.3 -0.2 11.7 -3.8 -9.2 6.1 13.4 8.3 1.1 13.1 3.3 -4 9 11.3 20.9 3.9 0 -9.1 5.7 -1 2.1 10.7 -10.6 -1.4 -4.6 1.4 -6.7 -0.3 2.8 -3.7 0.3 -0.8 1.8 2.4 3.7 12.6 15.9 1.9 -10.2 3.9 0.1 15.4 -0.7
- State the null and alternativehypotheses.
- Compute the test statistic. Document how SSTrand SSE were computed. Use 4 decimal places for the sample means,sample standard deviations and the grand mean and round youranswers for SSTr and SSE to 2 decimal places.
Use the values for SSTr and SSE to complete the following ANOVAtable. Round each of your answers to 2 decimal places.
Source S.S. df M.S. F Treatment Error Total
- Compute the p-value. Provide the nameof the distribution and the parameters used to compute thep-value. Then enter your answer rounded to 4 decimalplaces.
- Interpret the results of the significancetest. Is this result statistically significant? Is thisresult important from a practical perspective?
Background: Anorexia is well known to bedifficult to treat. The data set provided below contains data onthe weight gain for three groups of young female anorexia patients.These groups include a control group, a group receiving cognitivebehavioral therapy and a group receiving family therapy.Source: Hand, D. J., Daly, F., McConway, K., Lunn,D. and Ostrowski, E. eds (1993) A Handbook of Small Data Sets.Chapman & Hall, Data set 285 (p. 229).
Directions: Click on the Data button below todisplay the data. Copy the data into a statistical software packageand click the Data button a second time to hide it. Then perform ananalysis of variance (ANOVA) to determine whether or not thedifferences in weight gain between the treatment groups isstatistically significant.
Data
Control | CBT | Family |
---|---|---|
-0.5 | 1.7 | 11.4 |
-9.3 | 0.7 | 11 |
-5.4 | -0.1 | 5.5 |
12.3 | -0.7 | 9.4 |
-2 | -3.5 | 13.6 |
-10.2 | 14.9 | -2.9 |
-12.2 | 3.5 | -0.1 |
11.6 | 17.1 | 7.4 |
-7.1 | -7.6 | 21.5 |
6.2 | 1.6 | -5.3 |
-0.2 | 11.7 | -3.8 |
-9.2 | 6.1 | 13.4 |
8.3 | 1.1 | 13.1 |
3.3 | -4 | 9 |
11.3 | 20.9 | 3.9 |
0 | -9.1 | 5.7 |
-1 | 2.1 | 10.7 |
-10.6 | -1.4 | |
-4.6 | 1.4 | |
-6.7 | -0.3 | |
2.8 | -3.7 | |
0.3 | -0.8 | |
1.8 | 2.4 | |
3.7 | 12.6 | |
15.9 | 1.9 | |
-10.2 | 3.9 | |
0.1 | ||
15.4 | ||
-0.7 |
- State the null and alternativehypotheses.
- Compute the test statistic. Document how SSTrand SSE were computed. Use 4 decimal places for the sample means,sample standard deviations and the grand mean and round youranswers for SSTr and SSE to 2 decimal places.
Use the values for SSTr and SSE to complete the following ANOVAtable. Round each of your answers to 2 decimal places.Source S.S. df M.S. F Treatment Error Total - Compute the p-value. Provide the nameof the distribution and the parameters used to compute thep-value. Then enter your answer rounded to 4 decimalplaces.
- Interpret the results of the significancetest. Is this result statistically significant? Is thisresult important from a practical perspective?
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