Hypothesis Testing

Chi-Square Checker

Analyze frequency tables, compute chi-square statistics, and make hypothesis decisions on categorical data.

How It Works

  • 10 rounds of chi-square testing scenarios at α = 0.05
  • Calculation rounds: Compute the χ² statistic from a frequency table and pick the closest value from 4 choices
  • Decision rounds: Given χ² and the critical value, decide to Reject or Fail to Reject H₀
  • Rounds alternate between calculation and decision types
  • Includes both Goodness-of-Fit and Independence test scenarios
  • Correct answer = +10 pts · Wrong = 0 pts
  • Grades: A (90+), B (80+), C (70+), D (60+), F (<60) out of 100
Chi-Square Test Statistic
χ² = Σ (O − E)² / E