In: Statistics and Probability
When statisticians say that the t Test produces the same thing as the F test, what they really mean is that:
__this occurs when the t Test is used to measure more than 2 groups
__t = F
__t2 = F
__none of the above
Sol:
t test used for 2 groups
F test used for more than 2 groups
For the sample
| A | B |
| 64 | 82 |
| 47 | 71 |
| 54 | 89 |
| 43 | 62 |
T TEST
| t-Test: Two-Sample Assuming Unequal Variances | ||
| A | B | |
| Mean | 52 | 76 |
| Variance | 84.66666667 | 142 |
| Observations | 4 | 4 |
| Hypothesized Mean Difference | 0 | |
| df | 6 | |
| t Stat | -3.188213588 | |
| P(T<=t) one-tail | 0.009439439 | |
| t Critical one-tail | 1.943180281 | |
| P(T<=t) two-tail | 0.018878878 | |
| t Critical two-tail | 2.446911851 | |
ANOVA conducted for the 2 groups is
| Anova: Single Factor | ||||||
| SUMMARY | ||||||
| Groups | Count | Sum | Average | Variance | ||
| A | 4 | 208 | 52 | 84.66667 | ||
| B | 4 | 304 | 76 | 142 | ||
| ANOVA | ||||||
| Source of Variation | SS | df | MS | F | P-value | F crit |
| Between Groups | 1152 | 1 | 1152 | 10.16471 | 0.018879 | 5.987378 |
| Within Groups | 680 | 6 | 113.3333 | |||
| Total | 1832 | 7 | ||||
t=-3.1882
F=10.16471
t^2=-3.1882*-3.1882
=10.16462
t^2=F
ANSWER:
t^2 = F