Step-by-step walkthrough

T-test Calculator Guide

Use this companion guide beside the interactive calculator to make sure you understand the “why” behind every click. Each section includes the classroom explanation, student-friendly language, and quick practice prompts.

Before you start

Collect the data points listed below and double-check their units. Keeping an organized “givens” list is one of the fastest ways to reduce math errors and impress exam graders.

  • t-test
  • hypothesis test
  • p-value

Detailed procedure

  1. Step 1

    Enter the two samples as comma-separated lists.

  2. Step 2

    Ensure each sample has at least two observations.

  3. Step 3

    Review the mean difference, t statistic, degrees of freedom, and p-value.

Teaching & troubleshooting tips

Is this a paired test?

No. The calculator runs Welch’s unpaired test. Pair your data manually if observations are matched.

How accurate is the p-value?

P-values rely on the Student’s t CDF via the incomplete beta function, giving accurate probabilities for common degrees of freedom.

Next steps