Properties of the Chi-Square Test

Question

Which is true about Chi-square test-

Select an answer

Which is true about Chi-square test-

  1. It is non-parametric test (No population parameters are required)
  2. It is used to assess two types of comparison (i) test of goodness of fit (ii) test for independent attributes
  3. Calculated value of Chi-square test is always positive
  4. All the above — Correct Answer
Explanation:
Correct Answer: All the above

All three statements about the Chi-square (χ²) test are correct.

Chi-Square Test — Key Facts
  • Non-parametric: No population parameters (mean, SD) are required.
  • Applied to: Enumeration (count) statistics only — not for continuous measurements.
  • Two applications:
    1. Test for goodness of fit: χ² = Σ(O − E)² / E, where O = observed, E = expected frequency.
    2. Test for independence of attributes: assesses association between two categorical variables.
  • Calculated value always positive because it involves squaring the differences (O − E)².
Examples in Genetics
  • Testing whether observed F₂ ratios (e.g., 3:1, 9:3:3:1) fit expected Mendelian ratios → goodness of fit.
  • Testing whether two traits are independent (e.g., breed and disease status).

📚 About this Topic — Animal Genetics & Breeding

This multiple choice question is from Animal Genetics & Breeding, Animal Refresher. It has 4 options with a detailed explanation of the correct answer. Practice more MCQs from Animal Genetics & Breeding to strengthen your preparation.

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