{"product_id":"goldie-s-unit-3-projects-activities-for-ap®-statistics-inference-for-categorical-data-proportions-new-2026-ced","title":"Goldie’s Unit 3 Projects \u0026 Activities for AP® Statistics | Inference for Categorical Data: Proportions | NEW 2026 CED","description":"\u003cp\u003e\u003cstrong\u003eAP Statistics Unit 3 – Inference for Categorical Data: Proportions\u003c\/strong\u003e\u003c\/p\u003e\n\u003cp\u003e\u003cstrong\u003eProjects and Activities Bundle\u003c\/strong\u003e\u003c\/p\u003e\n\u003cp\u003e\u003cspan\u003e \u003c\/span\u003e\u003c\/p\u003e\n\u003cp\u003e\u003cspan\u003eBring Unit 3 to life with this collection of engaging projects and activities for AP® Statistics. This bundle is designed to reinforce key concepts from sampling distributions, confidence intervals, and hypothesis testing, while helping students think critically, analyze real data, and apply statistical reasoning.\u003c\/span\u003e\u003c\/p\u003e\n\u003cp\u003e\u003cspan\u003e \u003c\/span\u003e\u003c\/p\u003e\n\u003cp\u003e\u003cspan\u003eAligned 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 probability and random variables.\u003c\/span\u003e\u003c\/p\u003e\n\u003cp\u003e\u003cspan\u003e \u003c\/span\u003e\u003c\/p\u003e\n\u003cp\u003e\u003cstrong\u003eWhat’s Included:\u003c\/strong\u003e\u003c\/p\u003e\n\u003cp\u003e\u003cspan\u003e11 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.\u003c\/span\u003e\u003c\/p\u003e\n\u003cp\u003e\u003cspan\u003e \u003c\/span\u003e\u003c\/p\u003e\n\u003cp\u003e\u003cstrong\u003eActivities \u0026amp; Projects:\u003c\/strong\u003e\u003c\/p\u003e\n\u003cp\u003e\u003cspan\u003e \u003c\/span\u003e\u003c\/p\u003e\n\u003cp\u003e\u003cem\u003ePopulation, Sample, and Sampling with Yellow M\u0026amp;Ms Activity: \u003c\/em\u003e\u003cspan\u003eStudents use M\u0026amp;Ms to explore populations, samples, and sampling distributions.\u003c\/span\u003e\u003c\/p\u003e\n\u003cp\u003e\u003cspan\u003e \u003c\/span\u003e\u003c\/p\u003e\n\u003cp\u003e\u003cem\u003eAn Introduction to Confidence Intervals – A Simulation Activity: \u003c\/em\u003e\u003cspan\u003eStudents use a card simulation to build and interpret confidence intervals.\u003c\/span\u003e\u003c\/p\u003e\n\u003cp\u003e\u003cspan\u003e \u003c\/span\u003e\u003c\/p\u003e\n\u003cp\u003e\u003cem\u003eConfidence Levels with Yellow M\u0026amp;Ms Activity: \u003c\/em\u003e\u003cspan\u003eStudents construct multiple confidence intervals to explore confidence levels and sampling variability.\u003c\/span\u003e\u003c\/p\u003e\n\u003cp\u003e\u003cspan\u003e \u003c\/span\u003e\u003c\/p\u003e\n\u003cp\u003e\u003cem\u003eExploring p-Values and Type I Error M\u0026amp;M Activity: \u003c\/em\u003e\u003cspan\u003eStudents use M\u0026amp;Ms to explore p-values and Type I error.\u003c\/span\u003e\u003c\/p\u003e\n\u003cp\u003e\u003cspan\u003e \u003c\/span\u003e\u003c\/p\u003e\n\u003cp\u003e\u003cem\u003eInference for Proportions Circuit Activity: \u003c\/em\u003e\u003cspan\u003eStudents solve problems on confidence intervals, significance tests, conditions, and inference.\u003c\/span\u003e\u003c\/p\u003e\n\u003cp\u003e\u003cspan\u003e \u003c\/span\u003e\u003c\/p\u003e\n\u003cp\u003e\u003cem\u003eUnit 3 Part 1 Project: Simulation Project: \u003c\/em\u003e\u003cspan\u003eStudents use simulation technology to construct and interpret confidence intervals.\u003c\/span\u003e\u003c\/p\u003e\n\u003cp\u003e\u003cspan\u003e \u003c\/span\u003e\u003c\/p\u003e\n\u003cp\u003e\u003cem\u003eJeopardy Review Game: \u003c\/em\u003e\u003cspan\u003eStudents review topics 3.1 – 3.8 in a classic game show style review game.\u003c\/span\u003e\u003c\/p\u003e\n\u003cp\u003e\u003cspan\u003e \u003c\/span\u003e\u003c\/p\u003e\n\u003cp\u003e\u003cem\u003eMatching Confidence Intervals and Significance Tests Activity: \u003c\/em\u003e\u003cspan\u003eStudents match inference procedures and solve confidence interval and significance test problems.\u003c\/span\u003e\u003c\/p\u003e\n\u003cp\u003e\u003cem\u003e \u003c\/em\u003e\u003c\/p\u003e\n\u003cp\u003e\u003cem\u003eInference Error Analysis Activity: \u003c\/em\u003e\u003cspan\u003eStudents identify and correct errors in statistical inference and calculator use.\u003c\/span\u003e\u003c\/p\u003e\n\u003cp\u003e\u003cspan\u003e \u003c\/span\u003e\u003c\/p\u003e\n\u003cp\u003e\u003cem\u003eUnit 3 Part 2 Project: Chi-Square Survey Analysis: \u003c\/em\u003e\u003cspan\u003eStudents conduct a survey and analyze the results using chi-square procedures.\u003c\/span\u003e\u003c\/p\u003e\n\u003cp\u003e\u003cspan\u003e \u003c\/span\u003e\u003c\/p\u003e\n\u003cp\u003e\u003cem\u003eTrivia Review Game: \u003c\/em\u003e\u003cspan\u003eStudents review topics 3.9 – 3.15 in a classic trivia night game.\u003c\/span\u003e\u003c\/p\u003e\n\u003cp\u003e\u003cspan\u003e \u003c\/span\u003e\u003c\/p\u003e\n\u003cp\u003e\u003cstrong\u003eKey Features:\u003c\/strong\u003e\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003e\u003cspan\u003e100 percent editable files to fit your teaching style\u003c\/span\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cspan\u003ePDF versions and answer keys included\u003c\/span\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cspan\u003eStrong alignment to the 2026–2027 AP® Statistics CED\u003c\/span\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cspan\u003eDesigned for real classrooms with clear instructions and structure\u003c\/span\u003e\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003e\u003cspan\u003e \u003c\/span\u003e\u003c\/p\u003e\n\u003cp\u003e\u003cspan\u003eThese activities are also included in \u003c\/span\u003e\u003ca href=\"https:\/\/goldiesmathemporium.myshopify.com\/products\/goldies-full-curriculum-for-ap%C2%AE-statistics\" rel=\"noopener\" target=\"_blank\"\u003e\u003cspan\u003eGoldie’s AP® Statistics Full Curriculum\u003c\/span\u003e\u003c\/a\u003e\u003cspan\u003e, the complete \u003c\/span\u003e\u003ca href=\"https:\/\/goldiesmathemporium.myshopify.com\/products\/goldie-s-ap%C2%AE-statistics-unit-3-curriculum-inference-for-categorical-data-proportions-new-2026-ced\" rel=\"noopener\" target=\"_blank\"\u003e\u003cspan\u003eUnit 3 curriculum bundle\u003c\/span\u003e\u003c\/a\u003e\u003cspan\u003e, and \u003c\/span\u003e\u003ca href=\"https:\/\/goldiesmathemporium.myshopify.com\/products\/goldie-s-projects-activities-bundle-for-ap%C2%AE-statistics\" rel=\"noopener\" target=\"_blank\"\u003e\u003cspan\u003eGoldie's AP® Statistics Projects \u0026amp; Activities Bundle\u003c\/span\u003e\u003c\/a\u003e\u003cspan\u003e, making them easy to integrate into a full course plan.\u003c\/span\u003e\u003c\/p\u003e\n\u003cp\u003e \u003c\/p\u003e\n\u003cp\u003e\u003cspan\u003eIf 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 3 resources.\u003c\/span\u003e\u003c\/p\u003e\n\u003cp\u003e***************************************************************************************\u003c\/p\u003e\n\u003cp\u003e\u003cspan\u003eLooking for more of Goldie's resources? Check out the products below, all freshly aligned to the new 2026 College Board CED:\u003c\/span\u003e\u003c\/p\u003e\n\u003cp\u003e \u003c\/p\u003e\n\u003cp\u003e\u003ca href=\"https:\/\/goldiesmathemporium.myshopify.com\/products\/goldies-full-curriculum-for-ap%C2%AE-statistics\" rel=\"noopener\" target=\"_blank\"\u003e\u003cspan\u003e***Full Curriculum for AP Statistics***\u003c\/span\u003e\u003c\/a\u003e\u003c\/p\u003e\n\u003cp\u003e \u003c\/p\u003e\n\u003cp\u003e\u003ca href=\"https:\/\/goldiesmathemporium.myshopify.com\/products\/goldie-s-ap%C2%AE-statistics-unit-1-curriculum-exploring-one-variable-data-collecting-data\" rel=\"noopener\" target=\"_blank\"\u003e\u003cspan\u003eUnit 1 Curriculum – Exploring One-Variable Data \u0026amp; Collecting Data\u003c\/span\u003e\u003c\/a\u003e\u003c\/p\u003e\n\u003cp\u003e\u003ca href=\"https:\/\/goldiesmathemporium.myshopify.com\/products\/goldie-s-ap%C2%AE-statistics-unit-2-curriculum-probability-and-random-variables\" rel=\"noopener\" target=\"_blank\"\u003e\u003cspan\u003eUnit 2 Curriculum – Probability, Random Variables, \u0026amp; Probability Distributions\u003c\/span\u003e\u003c\/a\u003e\u003c\/p\u003e\n\u003cp\u003e\u003ca href=\"https:\/\/goldiesmathemporium.myshopify.com\/products\/goldie-s-ap%C2%AE-statistics-unit-3-curriculum-inference-for-categorical-data-proportions-new-2026-ced\" rel=\"noopener\" target=\"_blank\"\u003e\u003cspan\u003eUnit 3 Curriculum – Inference for Categorical Data: Proportions\u003c\/span\u003e\u003c\/a\u003e\u003c\/p\u003e\n\u003cp\u003e\u003cspan\u003eUnit 4 Curriculum – Inference for Quantitative Data\u003c\/span\u003e\u003cem\u003e\u003cspan\u003e \u003c\/span\u003e(Coming Soon!)\u003c\/em\u003e\u003c\/p\u003e\n\u003cp\u003e\u003cspan\u003eUnit 5 Curriculum – Linear Regression\u003c\/span\u003e\u003cem\u003e\u003cspan\u003e \u003c\/span\u003e(Coming Soon!)\u003c\/em\u003e\u003c\/p\u003e\n\u003cp\u003e \u003c\/p\u003e\n\u003cp\u003e\u003cspan\u003eIf you're looking for specific resources, I have the following options:\u003c\/span\u003e\u003c\/p\u003e\n\u003cp\u003e \u003c\/p\u003e\n\u003cp\u003e\u003ca href=\"https:\/\/goldiesmathemporium.myshopify.com\/products\/goldie-s-unit-1-projects-activities-for-ap%C2%AE-statistics-1\" rel=\"noopener\" target=\"_blank\"\u003e\u003cspan\u003eUnit 1 Projects \u0026amp; Activities (Exploring One-Variable Data \u0026amp; Collecting Data)\u003c\/span\u003e\u003c\/a\u003e\u003c\/p\u003e\n\u003cp\u003e\u003ca href=\"https:\/\/goldiesmathemporium.myshopify.com\/products\/goldie-s-unit-2-projects-activities-for-ap%C2%AE-statistics-1\" rel=\"noopener\" target=\"_blank\"\u003e\u003cspan\u003eUnit 2 Projects \u0026amp; Activities (Probability, Random Variables, \u0026amp; Probability Distributions)\u003c\/span\u003e\u003c\/a\u003e\u003c\/p\u003e\n\u003cp\u003e\u003ca href=\"https:\/\/goldiesmathemporium.myshopify.com\/products\/goldie-s-unit-3-projects-activities-for-ap%C2%AE-statistics-inference-for-categorical-data-proportions-new-2026-ced\" rel=\"noopener\" target=\"_blank\"\u003e\u003cspan\u003eUnit 3 Projects \u0026amp; Activities (Inference for Categorical Data: Proportions)\u003c\/span\u003e\u003c\/a\u003e\u003c\/p\u003e\n\u003cp\u003e\u003cspan\u003eUnit 4 Projects \u0026amp; Activities \u003c\/span\u003e\u003cem\u003e(Coming Soon!)\u003c\/em\u003e\u003c\/p\u003e\n\u003cp\u003e\u003cspan\u003eUnit 5 Projects \u0026amp; Activities \u003c\/span\u003e\u003cem\u003e(Coming Soon!)\u003c\/em\u003e\u003c\/p\u003e\n\u003cp\u003e \u003c\/p\u003e\n\u003cp\u003e\u003ca href=\"https:\/\/goldiesmathemporium.myshopify.com\/products\/goldie-s-projects-activities-bundle-for-ap%C2%AE-statistics\" rel=\"noopener\" target=\"_blank\"\u003e\u003cspan\u003e***AP Statistics Projects \u0026amp; Activities Bundle***\u003c\/span\u003e\u003c\/a\u003e\u003c\/p\u003e\n\u003cp\u003e \u003c\/p\u003e\n\u003cp\u003e\u003ca href=\"https:\/\/goldiesmathemporium.myshopify.com\/products\/goldie-s-unit-1-assessments-for-ap%C2%AE-statistics-exploring-one-variable-data-and-collecting-data\" rel=\"noopener\" target=\"_blank\"\u003e\u003cspan\u003eUnit 1 Assessments (Exploring One-Variable Data \u0026amp; Collecting Data)\u003c\/span\u003e\u003c\/a\u003e\u003c\/p\u003e\n\u003cp\u003e\u003ca href=\"https:\/\/goldiesmathemporium.myshopify.com\/products\/goldie-s-unit-2-assessments-for-ap%C2%AE-statistics-probability-and-random-variables\" rel=\"noopener\" target=\"_blank\"\u003e\u003cspan\u003eUnit 2 Assessments (Probability, Random Variables, \u0026amp; Probability Distributions)\u003c\/span\u003e\u003c\/a\u003e\u003c\/p\u003e\n\u003cp\u003e\u003ca href=\"https:\/\/goldiesmathemporium.myshopify.com\/products\/goldie-s-unit-3-assessments-for-ap%C2%AE-statistics-inference-for-categorical-data-proportions-new-2026-ced\" rel=\"noopener\" target=\"_blank\"\u003e\u003cspan\u003eUnit 3 Assessments (Inference for Categorical Data: Proportions)\u003c\/span\u003e\u003c\/a\u003e\u003c\/p\u003e\n\u003cp\u003e\u003cspan\u003eUnit 4 Assessments \u003c\/span\u003e\u003cem\u003e(Coming Soon!)\u003c\/em\u003e\u003c\/p\u003e\n\u003cp\u003e\u003cspan\u003eUnit 5 Assessments \u003c\/span\u003e\u003cem\u003e(Coming Soon!)\u003c\/em\u003e\u003c\/p\u003e\n\u003cp\u003e \u003c\/p\u003e\n\u003cp\u003e\u003ca href=\"https:\/\/goldiesmathemporium.myshopify.com\/products\/goldie-s-assessment-bundle-for-ap%C2%AE-statistics-1\" rel=\"noopener\" target=\"_blank\"\u003e\u003cspan\u003e***AP Statistics Assessments Bundle***\u003c\/span\u003e\u003c\/a\u003e\u003c\/p\u003e\n\u003cp\u003e \u003c\/p\u003e\n\u003cp\u003e\u003cem\u003eGuided Note Resources Coming Summer 2026\u003c\/em\u003e\u003c\/p\u003e\n\u003cp\u003e\u003cem\u003eHomework Resources Coming Summer 2026\u003c\/em\u003e\u003c\/p\u003e\n\u003chr\u003e\n\u003cp\u003e \u003c\/p\u003e\n\u003cp\u003e\u003cspan\u003eIf you need extra explanations or additional guidance, I would love to help!! Contact me at goldiesmathemporium[at]gmail.com for any questions or samples.\u003c\/span\u003e\u003c\/p\u003e\n\u003cp\u003e\u003cem\u003eAP® is a registered trademark of the College Board® which does not endorse this product.\u003c\/em\u003e\u003c\/p\u003e\n\u003cp\u003e\u003cspan\u003eI want to provide the best possible resources to help other teachers out! You will be notified of any future updates and additions to this product and it will be free of charge. Your support is important and I thank you for allowing me to continue doing what I love to do.\u003c\/span\u003e\u003c\/p\u003e\n\u003cp\u003e\u003cspan\u003e© Goldie’s Math Emporium, LLC\u003c\/span\u003e\u003c\/p\u003e\n\u003cp\u003e\u003cspan\u003eThis work is bound by copyright laws and editing (beyond your own classroom use), selling, redistributing, or posting all or part of these documents on the Internet is strictly prohibited. Violations are subject to the Digital Millennium Copyright Act.\u003c\/span\u003e\u003c\/p\u003e","brand":"Goldie's Math Emporium","offers":[{"title":"Default Title","offer_id":52920514445601,"sku":null,"price":19.0,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0723\/9198\/3393\/files\/Unit3P_A.png?v=1782754861","url":"https:\/\/goldiesmathemporium.myshopify.com\/products\/goldie-s-unit-3-projects-activities-for-ap%c2%ae-statistics-inference-for-categorical-data-proportions-new-2026-ced","provider":"Goldie's Math Emporium","version":"1.0","type":"link"}