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Statistically Significant in AP Statistics

A result is statistically significant at level alpha when its p-value is less than or equal to alpha, providing evidence against the null hypothesis.

Verified for the 2027 AP Statistics examLast updated August 2026

What is Statistically Significant?

A result is statistically significant at level alpha when its p-value is less than or equal to alpha, providing evidence against the null hypothesis.

In AP Statistics, this term belongs to 3.7 Carrying Out a Test for a Population Proportion and 4.5 Carrying Out a Test for a Population Mean or Population Mean Difference. Use the notation and conditions attached to the procedure or model, then interpret the result in context.

Why Statistically Significant matters in AP® Statistics

statistically significant supports Unit 3: Inference for Categorical Data: Proportions and Unit 4: Inference for Quantitative Data: Means. The relevant CED learning objectives cover calculate an appropriate test statistic and p-value for testing a hypothesis about a population proportion; justify a claim about the population based on the results of a hypothesis test for a population proportion.

How Statistically Significant connects across the course

3.7 Carrying Out a Test for a Population Proportion

statistically significant is used in this topic. Connect the definition to the topic's calculations and interpretations in context.

4.5 Carrying Out a Test for a Population Mean or Population Mean Difference

statistically significant is used in this topic. Connect the definition to the topic's calculations and interpretations in context.

Is Statistically Significant 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; or select, check, calculate, and interpret a t-procedure for means. Name the concept precisely, show the relevant calculation when needed, and state the conclusion in the problem's context.

Key things to remember about Statistically Significant

  • A result is statistically significant at level alpha when its p-value is less than or equal to alpha, providing evidence against the null hypothesis.

  • statistically significant is mapped to 3.7 Carrying Out a Test for a Population Proportion and 4.5 Carrying Out a Test for a Population Mean or Population Mean Difference in the current AP Statistics course.

  • On an AP question, use statistically significant as part of a complete calculation or interpretation, not as an isolated label.

Frequently asked questions about Statistically Significant

What is statistically significant in AP Statistics?

A result is statistically significant at level alpha when its p-value is less than or equal to alpha, providing evidence against the null hypothesis.

Which AP Stats unit covers statistically significant?

statistically significant appears in Unit 3: Inference for Categorical Data: Proportions and Unit 4: Inference for Quantitative Data: Means, especially 3.7 Carrying Out a Test for a Population Proportion and 4.5 Carrying Out a Test for a Population Mean or Population Mean Difference.

How does statistically significant 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; or select, check, calculate, and interpret a t-procedure for means. Name the concept precisely, show the relevant calculation when needed, and state the conclusion in the problem's context.

Is statistically significant 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.