Statistics

How do you calculate significance quick-test (t)?

Welch's t-test for two groups: p-value, effect size, and a plain verdict. The relationship used is t = (x̄_A − x̄_B) / √(s_A²/n_A + s_B²/n_B).

Worked example

Every number below is computed by the calculator, not typed in

What you are given

  • Group A: 5.1, 5.4, 4.9, 5.2
  • Group B: 6.2, 6.0, 6.5, 6.3

Formula: t = (x̄_A − x̄_B) / √(s_A²/n_A + s_B²/n_B)

The working

  1. Means: A vs B = 5.15 vs 6.25
  2. t: Δ / SE = -7.473
  3. df (Welch): Satterthwaite = 6
  4. p (two-tailed): Student t = 0
  5. Cohen's d: Δ / pooled SD = -5.284

p = 0 (a significant difference at α = 0.05)

Open this example in the calculator

Do it with your own numbers.

The Significance quick-test (t) calculator is free, shows every step, flags the hazards, and works offline once loaded. No account, no signup.

Open the calculator