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Paired Samples t-test

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Apr 18, 2023, 1:45:38 PM
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Feb 9, 2017, 6:35:56 PM
t-test=f(0.05,one-tailed.X,Y)t-test=f(0.05,one-tailed.X,Y)
Are you doing a one-tailed test or a two-tailed test?
(α)What is the alpha level?
(X,Y)Table of Paired Data
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The paired samples t-test calculator compares two different sample means from the same sample (Gravetter and Walllnau, 2013). In this case, all subjects participate in all conditions of the test variable.

INSTRUCTIONS: Enter the following:

  • (tails) One-tail or Two-tail test.
  • (α)  Alpha Value (choose: 0.05, 0.01, 0.005, 0.001)
  • (X,Y)  Enter table of comma separated pairs for Group X  and Group Y

Paired Samples t-test: The calculator returns the following:

  • (n) Number of Pairs
  • (X stats) The mean (M) and sample standard deviation (SD) of group X.
  • (Y stats) The mean (M) and sample standard deviation (SD) of group Y.
  • (DF) The degrees of freedom
  • (CT) The critical t-value
  • (t) The t-value
  • (SE) The Standard Error value.

The Math/ Science

The computation for a paired samples t-test is similar to that of an independent samples t-test. Similar inputs are used, but it is important to remember they apply to the same sample, not two different samples. To demonstrate this, we will use the dataset "Comfortable TV viewing distance for college students" located HERE. The data presented here can be input to the equation, which will return the means and standard deviations of both test samples (M and SD) and a summary of the results, including degrees of freedom (df), a critical t-value, your t-score, and the standard error (SE).

If you plug in the data values, you should get a return string that looks like this: Sample 1: M = 6, SD = 1.67. Sample 2: M = 5.17, SD = 2.23. Summary: df = 5, critical t-value = 2.015, t-value = -0.62, and SE value is 1.35. This tells us that the difference between the two means is not significant, because our t-value is not beyond the critical t-value. In context, according to this hypothetical data, college students do not find one TV viewing distance (8ft or 12 ft) more comfortable than another; they are roughly equally comfortable.

References

Gravetter, F. J., & Wallnau, L. B. (2013). Statistics for the Behavioral Sciences. Wadsworth, CA: Cengage Learning.

The example provided in the dataset was adapted from the textbook.


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