Goldie’s Unit 4 Projects & Activities for AP® Statistics| Inference for Means | NEW 2026 CED

AP Statistics Unit 4 – Inference for Quantitative Data: Means

Projects and Activities Bundle

 

Bring Unit 4 to life with this collection of engaging projects and activities for AP® Statistics. This bundle is designed to reinforce key concepts for quantitative inference: from sampling distributions, confidence intervals, and hypothesis testing, while helping students think critically, analyze real data, and apply statistical reasoning.

 

Aligned to the new 2026/27 AP® Statistics Course and Exam Description (CED), these activities go beyond notes and homework to give students meaningful, hands-on practice with the contents of this unit.

 

What’s Included:

6 ready-to-use projects and activities, all fully editable and designed for easy classroom implementation. Files are provided in Word or PowerPoint format, along with PDFs, answer keys, and rubrics where appropriate.

 

Activities & Projects:

 

Creating a Confidence Interval with the Presidents Activity

Students create and compare the differences between a one sample z test for proportions and one sample t test for means.

 

Testing a Claimed Mean with M&Ms Activity

Students test a real-world claim on a bag of fun-sized M&Ms.

 

Inference Games Activity

Students compete in 3 games to answer three statistical investigative questions around a matched pairs T Interval and a two-sample T interval.

 

Inference Investigator Activity

Students read through 12 different scenarios and identify appropriate inference procedures that need to be run to answer the investigative question being asked.

 

Unit 4 Project: Taste Test Comparison

In this project, students collect data and perform both a matched pairs t-test and a matched pairs t-interval.

 

Jeopardy Review Game

Students review unit topics in a classic game-show style review game.

 

Key Features:

• 100 percent editable files to fit your teaching style
• PDF versions and answer keys included
• Strong alignment to the 2026–2027 AP® Statistics CED
• Designed for real classrooms with clear instructions and structure

 

These activities are also included in Goldie’s AP® Statistics Full Curriculum, the complete Unit 4 curriculum bundle, and Goldie's AP® Statistics Projects & Activities Bundle, making them easy to integrate into a full course plan.

If you are looking for engaging AP® Statistics activities, projects, and review games that reinforce core concepts while keeping students involved, this bundle is a strong addition to your Unit 4 resources.

 

 

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Looking for more of Goldie's resources? Check out the products below, all freshly aligned to the new 2026 College Board CED:

 

***Full Curriculum for AP Statistics***

 

Unit 1 Curriculum – Exploring One-Variable Data & Collecting Data

Unit 2 Curriculum – Probability, Random Variables, & Probability Distributions

Unit 3 Curriculum – Inference for Categorical Data: Proportions

Unit 4 Curriculum – Inference for Quantitative Data: Means

Unit 5 Curriculum – Regression Analysis

 

If you're looking for specific resources, I have the following options:

 

Unit 1 Projects & Activities (Exploring One-Variable Data & Collecting Data)

Unit 2 Projects & Activities (Probability, Random Variables, & Probability Distributions)

Unit 3 Projects & Activities (Inference for Categorical Data: Proportions)

Unit 4 Projects & Activities (Inference for Quantitative Data: Means)

Unit 5 Projects & Activities (Regression Analysis)

 

***AP Statistics Projects & Activities Bundle***

 

Unit 1 Assessments (Exploring One-Variable Data & Collecting Data)

Unit 2 Assessments (Probability, Random Variables, & Probability Distributions)

Unit 3 Assessments (Inference for Categorical Data: Proportions)

Unit 4 Assessments (Inference for Quantitative Data: Means)

Unit 5 Assessments (Regression Analysis)

 

***AP Statistics Assessments Bundle***

 

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