Question

In: Statistics and Probability

When statisticians say that the t Test produces the same thing as the F test, what...

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

Solutions

Expert Solution

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


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