Question: Standard Deviations Sample Sizes Assume Equal Standard Deviations (Pooled) Do Not Assume Equal Standard Deviations (Not Pooled) Study T test statistic Degrees of Freedom P-value
Standard Deviations | Sample Sizes | Assume Equal Standard Deviations (Pooled) | Do Not Assume Equal Standard Deviations (Not Pooled) | |||||||
Study | T test statistic | Degrees of Freedom | P-value | T test statistic | Degrees of Freedom | P-value | ||||
1 | 12 | 10 | 20 | 20 | 1.431 | 38 | 0.1605 | 1.431 | 36.80 | 0.1607 |
2 | 12 | 10 | 50 | 50 | 2.263 | 98 | 0.0258 | 2.263 | 94.91 | 0.0259 |
3 | 6 | 5 | 20 | 20 | 2.863 | 38 | 0.0068 | 2.863 | 36.80 | 0.0069 |
4 | 6 | 6 | 32 | 8 | 2.108 | 38 | 0.0417 | 2.108 | 10.79 | 0.0593 |
5 | 8 | 6 | 20 | 20 | 2.236 | 38 | 0.0313 | 2.236 | 35.24 | 0.0318 |
6 | 8 | 6 | 10 | 30 | 2.097 | 38 | 0.0427 | 1.814 | 12.55 | 0.0937 |
7 | 8 | 6 | 30 | 10 | 1.808 | 38 | 0.0785 | 2.088 | 20.58 | 0.0494 |
8 | 12 | 2 | 20 | 20 | 1.838 | 38 | 0.0739 | 1.838 | 20.05 | 0.0809 |
9 | 12 | 2 | 10 | 30 | 2.246 | 38 | 0.0306 | 1.312 | 9.17 | 0.2216 |
10 | 12 | 2 | 30 | 10 | 1.301 | 38 | 0.2012 | 2.193 | 33.29 | 0.0354 |
What do we learn from this? Answer the following questions.
- Compare Study 3 and Study 1: Based on your results, how (in general) does decreasing standard deviations decrease (holding the means and sample sizes constant) impact our three metrics (degrees of freedom, the test statistics and the p-values)?
Step by Step Solution
There are 3 Steps involved in it
Get step-by-step solutions from verified subject matter experts
