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Chi-Square Statistic in AP Statistics

The chi-square statistic measures the distance between observed and expected counts in a two-way table, relative to the expected counts.

Verified for the 2027 AP Statistics examLast updated August 2026

What is the Chi-Square Statistic?

The chi-square statistic measures the distance between observed and expected counts in a two-way table, relative to the expected counts.

In AP Statistics, this term belongs to 3.14 Setting Up a Chi-Square Test for Homogeneity or Independence and 3.15 Carrying Out a Chi-Square Test for Homogeneity or Independence. Use the notation and conditions attached to the procedure or model, then interpret the result in context.

Why the Chi-Square Statistic matters in AP® Statistics

Chi-Square Statistic supports Unit 3: Inference for Categorical Data: Proportions. The relevant CED learning objectives cover describe chi-square distributions; identify an appropriate testing method for comparing distributions in two-way tables of categorical data including the populations and variables.

How the Chi-Square Statistic connects across the course

3.14 Setting Up a Chi-Square Test for Homogeneity or Independence

Chi-Square Statistic is used in this topic. Connect the definition to the topic's calculations and interpretations in context.

3.15 Carrying Out a Chi-Square Test for Homogeneity or Independence

Chi-Square Statistic is used in this topic. Connect the definition to the topic's calculations and interpretations in context.

Is the Chi-Square Statistic on the AP® Statistics exam?

An AP question can ask you to select, check, calculate, and interpret an inference procedure for proportions or categorical data. Name the concept precisely, show the relevant calculation when needed, and state the conclusion in the problem's context.

Key things to remember about the Chi-Square Statistic

  • The chi-square statistic measures the distance between observed and expected counts in a two-way table, relative to the expected counts.

  • Chi-Square Statistic is mapped to 3.14 Setting Up a Chi-Square Test for Homogeneity or Independence and 3.15 Carrying Out a Chi-Square Test for Homogeneity or Independence in the current AP Statistics course.

  • On an AP question, use Chi-Square Statistic as part of a complete calculation or interpretation, not as an isolated label.

Frequently asked questions about the Chi-Square Statistic

What is Chi-Square Statistic in AP Statistics?

The chi-square statistic measures the distance between observed and expected counts in a two-way table, relative to the expected counts.

Which AP Stats unit covers Chi-Square Statistic?

Chi-Square Statistic appears in Unit 3: Inference for Categorical Data: Proportions, especially 3.14 Setting Up a Chi-Square Test for Homogeneity or Independence and 3.15 Carrying Out a Chi-Square Test for Homogeneity or Independence.

How does Chi-Square Statistic appear on the AP exam?

An AP question can ask you to select, check, calculate, and interpret an inference procedure for proportions or categorical data. Name the concept precisely, show the relevant calculation when needed, and state the conclusion in the problem's context.

Is Chi-Square Statistic only a vocabulary term?

No. Be ready to use it in a calculation, identify it in a setup, or interpret what it means in context.