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Randomness condition in AP Statistics

The randomness condition checks that data came from a random sample or randomized experiment before an inference procedure is used.

Verified for the 2027 AP Statistics examLast updated August 2026

What is the randomness condition?

The randomness condition checks that data came from a random sample or randomized experiment before an inference procedure is used.

In AP Statistics, this term belongs to 3.5 Setting Up a Test for a Population Proportion and 4.4 Setting Up 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 the randomness condition matters in AP® Statistics

randomness condition supports Unit 3: Inference for Categorical Data: Proportions and Unit 4: Inference for Quantitative Data: Means. The relevant CED learning objectives cover justify the appropriateness of a hypothesis test for a population proportion by verifying conditions; identify the null and alternative hypotheses for a population proportion.

How the randomness condition connects across the course

3.5 Setting Up a Test for a Population Proportion

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

4.4 Setting Up a Test for a Population Mean or Population Mean Difference

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

Is the randomness condition 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 the randomness condition

  • The randomness condition checks that data came from a random sample or randomized experiment before an inference procedure is used.

  • randomness condition is mapped to 3.5 Setting Up a Test for a Population Proportion and 4.4 Setting Up a Test for a Population Mean or Population Mean Difference in the current AP Statistics course.

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

Frequently asked questions about the randomness condition

What is randomness condition in AP Statistics?

The randomness condition checks that data came from a random sample or randomized experiment before an inference procedure is used.

Which AP Stats unit covers randomness condition?

randomness condition appears in Unit 3: Inference for Categorical Data: Proportions and Unit 4: Inference for Quantitative Data: Means, especially 3.5 Setting Up a Test for a Population Proportion and 4.4 Setting Up a Test for a Population Mean or Population Mean Difference.

How does randomness condition 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 randomness condition 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.