{"product_id":"goldie-s-ap®-statistics-unit-3-curriculum-inference-for-categorical-data-proportions-new-2026-ced","title":"Goldie’s AP® Statistics UNIT 3 CURRICULUM | 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\u003eComplete Unit Curriculum\u003c\/strong\u003e\u003c\/p\u003e\n\u003cp\u003e\u003cspan\u003e \u003c\/span\u003e\u003c\/p\u003e\n\u003cp\u003e\u003cspan\u003eThis unit covers Inference for Categorical Data: Proportions in AP® Statistics and is fully aligned to the 2026-27 AP® Statistics CED. Students begin by exploring the sampling distribution of sample proportions and use this foundation to construct and interpret confidence intervals and perform hypothesis tests for a single population proportion. Students also examine Type I and Type II errors, statistical power, and the factors that influence the reliability of inference, building a comprehensive understanding of statistical decision-making.\u003c\/span\u003e\u003c\/p\u003e\n\u003cp\u003e\u003cspan\u003e \u003c\/span\u003e\u003c\/p\u003e\n\u003cp\u003e\u003cspan\u003eStudents then extend these ideas to comparing two population proportions through confidence intervals and hypothesis tests, learning to analyze and interpret differences between groups in real-world contexts. Throughout the unit, students practice checking inference conditions, interpreting p-values and confidence intervals, and communicating statistical conclusions in context. The unit concludes with chi-square tests for homogeneity and independence, allowing students to investigate relationships between categorical variables using two-way tables.\u003c\/span\u003e\u003c\/p\u003e\n\u003cp\u003e\u003cspan\u003e \u003c\/span\u003e\u003c\/p\u003e\n\u003cp\u003e\u003cspan\u003eWhether you're a first-time AP® Statistics teacher or looking to streamline your prep with high-quality, editable resources, this bundle is designed to make planning, instruction, and assessment easier and more effective.\u003c\/span\u003e\u003c\/p\u003e\n\u003cp\u003e\u003cspan\u003e \u003c\/span\u003e\u003c\/p\u003e\n\u003cp\u003e\u003cspan\u003eThis product is a .zip folder with the following items:\u003c\/span\u003e\u003c\/p\u003e\n\u003cp\u003e\u003cspan\u003e✅ 12 complete sets of student-guided notes\u003c\/span\u003e\u003c\/p\u003e\n\u003cp\u003e\u003cspan\u003e✅ Editable PowerPoint slides (videos for each lesson arriving this year)\u003c\/span\u003e\u003c\/p\u003e\n\u003cp\u003e\u003cspan\u003e✅ 12 sets of homework problems and multiple review assignments\u003c\/span\u003e\u003c\/p\u003e\n\u003cp\u003e\u003cspan\u003e✅ 6 assessments: two quizzes and four unit tests (with grading rubrics)\u003c\/span\u003e\u003c\/p\u003e\n\u003cp\u003e\u003cspan\u003e✅ 9 engaging activities and projects aligned to Unit 3 skills\u003c\/span\u003e\u003c\/p\u003e\n\u003cp\u003e\u003cspan\u003e✅ A Unit 3 TI-84 Calculator Commands Reference Sheet\u003c\/span\u003e\u003c\/p\u003e\n\u003cp\u003e\u003cspan\u003e✅ 2 class summary lessons for Unit 3 with comprehensive test reviews\u003c\/span\u003e\u003c\/p\u003e\n\u003cp\u003e\u003cspan\u003e✅ 2 review games\u003c\/span\u003e\u003c\/p\u003e\n\u003cp\u003e\u003cspan\u003e✅ Suggested pacing guide for Unit 3\u003c\/span\u003e\u003c\/p\u003e\n\u003cp\u003e\u003cspan\u003e \u003c\/span\u003e\u003c\/p\u003e\n\u003cp\u003e\u003cspan\u003eKey Features:\u003c\/span\u003e\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003e\u003cspan\u003e100% editable in Word format -- make it fit your classroom style\u003c\/span\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cspan\u003ePDF versions and answer keys included for all materials\u003c\/span\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cspan\u003eNo textbook required -- built to be a standalone curriculum\u003c\/span\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cspan\u003eAligned to the AP® Statistics Course and Exam Description (2026\/27 CED)\u003c\/span\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cspan\u003eClassroom-tested and designed by an experienced AP® Statistics teacher\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\u003eThis Unit 3 bundle is also included in my full-year resource: \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, which provides a complete, textbook-free path through the entire AP® Stats course.\u003c\/span\u003e\u003c\/p\u003e\n\u003cp\u003e\u003cspan\u003e \u003c\/span\u003e\u003c\/p\u003e\n\u003cp\u003e\u003cspan\u003eTopics Covered:\u003c\/span\u003e\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003e\u003cspan\u003eSampling distributions for sample proportions and differences in sample proportions\u003c\/span\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cspan\u003eConfidence intervals for one and two population proportion(s)\u003c\/span\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cspan\u003eHypothesis tests for one and two population proportion(s)\u003c\/span\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cspan\u003eConditions for inference and selecting the appropriate inference procedure\u003c\/span\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cspan\u003eInterpreting confidence intervals, p-values, and statistical conclusions in context\u003c\/span\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cspan\u003eType I and Type II errors, statistical power, and factors that affect power\u003c\/span\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cspan\u003eChi-square tests for homogeneity and independence\/association\u003c\/span\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cspan\u003eDrawing conclusions about categorical data using statistical inference\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\u003eAll materials are designed to support deep understanding and real AP-level thinking, while being flexible and approachable for students.\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":52920502419745,"sku":null,"price":65.0,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0723\/9198\/3393\/files\/Unit3CurriculumCover.png?v=1782754301","url":"https:\/\/goldiesmathemporium.myshopify.com\/products\/goldie-s-ap%c2%ae-statistics-unit-3-curriculum-inference-for-categorical-data-proportions-new-2026-ced","provider":"Goldie's Math Emporium","version":"1.0","type":"link"}