Two Sample t-Test Assuming Unequal Variances

You can do t-Test in Excel using the Analysis Toolpak, but...

  • Excel won't interpret your p-value for you; the QI Macros will!
  • Excel can't give you a Box and Whisker chart of the two factors; the QI Macros can!

How do you determine if the variances are equal or unequal? Use an F-test to determine if the variances are equal or unequal.
If they are equal go to: Two-Sample t-Test assuming equal variances.
(The QI Macros Stat Wizard will do this for you automatically.)

Video Example: Analyze Data Sets with a Two Sample t-Test

Example of a Two Sample t-Test Assuming Unequal Variances

In this example, we want to compare two types of structural steel and want to know if the strengths (in 1000 lbs/sq. in.) are the same or different. Next we conduct some tests and enter the data into Excel:

f test data

Warning: While you can run a t-Test using Excel's Data Analysis Toolpak, if you don't enter the two columns in the correct order, Excel will give you incorrect results. The QI Macros have eliminated this problem.

How to Perform a t-Test Assuming Unequal Variances using QI Macros for Excel

See how....

  1. Select the data with the mouse and click on the QI Macros Menu, Statistical Tools and then t-Test two sample assuming unequal variances:
  2. two sample t test unequal variances
  3. The QI Macros will prompt for a significance level (default is .05):

    two sample t test significance level
  4. Next the QI Macros will prompt for the hypothesized difference in the means (default is 0):
  5. hypothesized difference in means for t test in QI Macros

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The QI Macros will perform the calculations and interpret the results for you:

t test calculation in the QI Macros

What's Unique About t-Test Calculations in the QI Macros? 

When you run the t-test, the QI Macros will compare the p-value (0.197) to the significance level (0.05) and interpret the results for you. Cannot Reject the Null Hypothesis because p > 0.05" and that the "Means are the same".

Learn More...

Hypothesis Testing Quick Reference Card

To create a T Test Two Sample Unequal Variances in Excel using the QI Macros...
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