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Programs & methods
AP Statistics Unit 5 Sampling Distributions | Free Response Procedure Guide
Help your AP Statistics students confidently tackle Unit 5 Free Response Questions with this clear, student-friendly Sampling Distributions Procedure Guide. This step-by-step reference walks students through how to create, describe, and use sampling distributions on AP-style questions—eliminating guesswork and improving accuracy on exams and assessments. Students are guided through: Identifying the correct sampling distribution Writing parameters and sampling distributions Checking condition
11th - 12th, Higher Education
Applied Math, Statistics
FREE Inferential Statistics Reference Sheet | AP Stats Hypothesis Testing
Free 2-page reference for AP Statistics inference: The Statistician’s Core Loop (8-step hypothesis testing framework) and The Map of Inferential Statistics (test selection guide with formulas). Print as a classroom poster, student handout, or notebook insert. PAGE 1: THE STATISTICIAN’S CORE LOOPThe 8-step reasoning framework that works for EVERY statistical test: • Research Question • Null Hypothesis • Sampling Distribution Under H₀ • Observed Sample Result • Is It Unusual? (test statistic + p
11th - 12th, Higher Education
Statistics
Also included in: T-Tests Complete Collection | AP Stats | Slides + Capstone + Reference
AI Simulation Game | Teach How AI Works | Alignment, Bias & Prompting Activity
Be sure to watch this 30-minute Teacher Facilitator Training Video, which walks you through the prep and how to run a session for your students.Please feel free to reach out to me. This is a heady topic; I want you to feel confident about how AI works. johannagroene@gmail.comHACKED! – AI Safety & AI Literacy Game / Simulation (Print & Play) A hands-on, fully turn-key week of lessons or a professional development session on AI simulation that helps students and educators understand how AI systems
6th - 12th, Adult Education, Higher Education
Computer Science - Technology, Instructional Technology, Statistics
CCSS
RI.9-10.8
, RI.11-12.7
, W.9-10.6
+1
Binomial Distribution Mini Unit | Notes, Practice & Activity Bundle (IB Math)
Make teaching binomial probability stress-free and engaging with this complete, no-prep mini unit! Perfect for IB Math Applications & Interpretation or Analysis & Approaches (SL/HL), this bundle includes everything you need to introduce, reinforce, and apply binomial distributions. What’s Included: Guided Notes Step-by-step explanations of binomial settings Probability formula, calculator instructions, key vocabulary Practice examples + IB-style questions Fill-in-the-blank format with an
10th - 12th, Higher Education
Other (Math), Statistics
CCSS
HSS-MD.A.1
, HSS-MD.A.2
, HSS-MD.A.3
+2
Biology Data Analysis Game: Statistics Graphing Escape Room Review
Graphing Game Activity | Data Analysis Practice | Line Graphs, Histograms, Scatterplots & More Turn graphing into a hands-on, interactive game your students will actually enjoy. This print-and-play puzzle activity helps students master graphing and data analysis by matching graph types with real-world descriptions. Instead of memorizing definitions, students actively apply their understanding—making this perfect for deeper learning and test prep.hat’s Included 8 graphing puzzle pieces (questi
8th - 12th, Adult Education, Higher Education
Biology, Other (Science), Statistics
CCSS, NGSS
HSS-ID.A.1
, HSS-ID.A.2
, HSS-ID.A.3
+10
AP Statistics FRQs: Linear Regression & Correlation (with Answers, Rubrics, and
Perfect for AP Statistics teachers and students! This packet includes five AP-style free-response questions (FRQs) focusing on linear regression and correlation — complete with detailed solutions, explanations, grading rubrics, and common pitfalls based on actual AP scoring guidelines.
9th - 12th, Higher Education
Statistics
AP Statistics 9.1 Conceptual understanding of Linear Relationships Clearly
This resource introduces students to linear relationships and helps them understand how to interpret patterns in scatterplots. It focuses on building intuition before moving to formulas, allowing students to clearly recognize when a linear model is appropriate. ✔ Interpreting scatterplots ✔ Understanding direction, form, and strength ✔ Identifying linear vs non-linear relationships ✔ Clear explanations with examples Designed to help students build a strong conceptual foundation for Unit
11th - 12th, Higher Education
Math Test Prep, Statistics
Probability Normal Distribution FRQ Practice (AP Statistics Style)
Get your students thinking, reasoning, and applying key AP Statistics concepts with this engaging real-world Free Response Question (FRQ)! In The University Coffee Shop, students dive into a relatable scenario involving coffee choices, probability rules, and normal distributions — all while practicing the exact skills needed for AP exam success. This resource brings rigor and relevance together: perfect for classwork, review, or test prep!💡 What’s Inside:✅ A full AP-style FRQ (multi-part,
10th - 12th, Higher Education
Statistics
AP® Statistics Mock Exam Set | 3 Full-Length Practice Tests, Rubrics & Solutions
What’s Included in this Bundle:📊 3 Full-Length Mock ExamsSection I: 40 Multiple-Choice Questions per exam, covering all four major conceptual themes (Exploring Data, Sampling and Experimentation, Probability, and Statistical Inference).Section II: 6 Free-Response Questions per exam (including a question on: data collection/experimental design, exploring data (univariate or bivariate), probability or simulations, statistical inference, a question that combines multiple skill categories, and an i
12th, Higher Education
Statistics
Also included in: AP® Statistics - Full Course Curriculum
Psychology labs Aggression Exploration M/F, Jr/Sr, Athletes/Non-athletes
In this peer data collection lab, students complete the Buss-Perry Aggression Questionnaire (BPAQ) online and gather aggression scores from male and female classmates, juniors and seniors or athletes and non-athletes. Using an independent samples t-test via a free online calculator, they determine whether differences in aggression are statistically significant. I have a ton more Psychology stuff in my store, check it out! You have managed to find the source of the best Psychology and AP Ps
8th - 12th, Adult Education, Higher Education
Psychology, Statistics
AP® Statistics - Unit 2: Exploring Two-Variable Data
This resource includes one powerpoint-style lesson (example is in the preview) per section, one worksheet set with full solutions per section, one reference sheet for the unit, and one unit test for the unit with solutions. Unit 2: Exploring Two-Variable Data2.1 — Scatterplots: Describing Relationships 2.2 — Correlation: Strength, Direction, Interpretation 2.3 — Least Squares Regression Line (LSRL) 2.4 — Interpreting Slope & Y-Intercept in Context 2.5 — Making Predictions: Interpolation vs Extra
12th, Higher Education
Statistics
Also included in: AP® Statistics - Full Course Curriculum
Psychology Lab Hope Optimism and Self-efficacy Collection
Hope, Optimism, and Self-Efficacy: A Psychology Lab Collection for High School Students This collection gives high school psychology students hands-on experience measuring, comparing, and critically analyzing hope, optimism, and self-efficacy using validated psychological instruments. Students take real psychometric scales online, collect class data, and run statistical analyses using free web-based calculators, making positive psychology constructs personal and testable. The collection includ
8th - 12th, Adult Education, Higher Education
Health, Psychology, Statistics
Psychology Lab Collection Do You Know Yourself? Exploring Self Esteem
Do You Know Yourself? A Self-Esteem Lab Collection for High School Psychology This collection gives high school psychology students hands-on experience measuring, comparing, and critically analyzing self-esteem and self-concept using validated psychological instruments. Students take real psychometric scales online, collect class data, and run statistical analyses using free web-based calculators, making abstract constructs concrete and personally meaningful. The collection includes 10 lab a
8th - 12th, Adult Education, Higher Education
Health, Psychology, Statistics
Sampling Distributions for Sample Proportions (AP Statistics 5.5)
Give your AP Statistics students a clear, structured, and exam-ready understanding of Sampling Distributions for Sample Proportions with these Mega Smart Notes, fully aligned with AP Statistics Unit 5.5. This resource walks students step-by-step through the concepts, formulas, and reasoning required for success on both multiple-choice and free-response questions. 📘 What’s Included: ✔ Clear distinction between population proportion (p) and sample proportion (p̂) ✔ Normality conditions:
10th - 12th, Higher Education
Statistics
AP Statistics Review: Clinical Trials Edition (Real Research Data!)
⭐ Prepare your students for the AP Statistics exam using REAL published clinical trials data — not made-up numbers! This Clinical Trials Edition AP Statistics Review Packet gives students rigorous, authentic practice with every major AP Stats topic, all grounded in peer-reviewed medical research. Perfect for exam review, test prep, enrichment, or advanced practice. 📊 What’s Included✔ 20 multi-part AP-style free response problems ✔ Complete, detailed answer key ✔ Formula reference she
9th - 12th, Higher Education
Statistics
AP Statistics Probability Rules – Comprehensive Notes, Practice
This AP Statistics Probability Rules Comprehensive Worksheet is an all-in-one resource designed to help students master probability concepts required on the AP Statistics exam. Perfect for unit instruction, guided practice, review, or test prep, this resource walks students step-by-step from foundational rules to advanced AP-style applications. The packet includes clear explanations, worked examples, AP-style multiple choice and free response questions, and fully worked solutions—making it i
9th - 12th, Higher Education
Statistics
AP Statistics Random Variables Unit – Comprehensive Review, Practice, MCQs, FRQs
Product DescriptionPrepare your AP Statistics students for success with Random Variables using this comprehensive, all-in-one review and practice packet! This resource is perfect for unit review, AP exam prep, sub plans, or guided practice and aligns fully with the College Board AP Statistics curriculum. This packet walks students step-by-step through random variables using clear explanations, worked examples, targeted practice, AP-style multiple choice, and free response questions with s
9th - 12th, Higher Education
Statistics
Psychology Lab Bundle Correlation Labs: 39 Paired-Scale Data Activities
Correlation Psychology Lab Bundle: 39 Paired-Scale Data Activities Description What does self-esteem have to do with optimism? Does grit predict less procrastination? Can humor fight loneliness? This bundle of 40 classroom labs puts real psychological questions in students' hands using the Pearson r correlation coefficient. Each lab pairs two validated psychological scales drawn from published research, has students complete both instruments, collect peer data from classmates, calculate a Pearso
9th - 12th, Adult Education, Higher Education
Psychology, Statistics
Descriptive Statistics Bundle for IB Math AI | Guided Notes, Practice & Activity
Help your students master measures of central tendency and spread with this engaging, real-world statistics bundle! This no-prep collection includes guided notes, a skill-based assignment, and a hands-on data collection project using physical activity—all designed for IB Math, AP Stats, or any high school statistics class. Students will explore key concepts like mean, median, mode, standard deviation, quartiles, IQR, and data displays through interactive notes and real data they collect and a
9th - 12th, Higher Education
Other (Math), Statistics
CCSS
HSS-ID.A.1
, HSS-ID.A.2
, HSS-ID.A.3
AP Statistics – Chi-Square Tests (Independence & Homogeneity) FRQ Strategy (Full
Learn how to write complete, full-score FRQ responses for Chi-Square Tests of Homogeneity and Independence in AP Statistics. This resource focuses on the most critical skill students need to maximize their score: clearly presenting their work in a structured and correct way. ✔ How to state hypotheses correctly ✔ How to justify conditions ✔ How to present calculations clearly ✔ How to write full conclusions in context ✔ Step-by-step FRQ answer structure This is not just theory — it is a
11th - 12th, Higher Education
Math Test Prep, Statistics
AP Statistics – Chi-Square Goodness of fit FRQ Strategy (How to Get Full Points)
Master how to write full-score FRQ responses for Chi-Square Goodness of Fit Tests in AP Statistics. This resource focuses on what students struggle with the most: clearly presenting their work to earn all available points. Instead of just performing calculations, students learn how to structure their answers step by step, exactly as required on the AP exam. ✔ How to correctly state hypotheses ✔ How to justify conditions ✔ How to present calculations clearly ✔ How to write a complete conclu
10th - 12th, Higher Education
Math Test Prep, Statistics
AP® Statistics - Full Course Curriculum
This resource includes one powerpoint-style lesson (example is in the preview) per section, one worksheet set with full solutions per section, one reference sheet for each unit (9 total), and one unit test for each unit (9 total). There are also 3 mock exams with grading guides and full solutions included! Unit 1: Exploring One-Variable Data1.1 — Types of Variables & Categorical vs Quantitative 1.2 — Displaying Quantitative Data: Dotplots & Stemplots 1.3 — Displaying Quantitative Data: Histogra
12th, Higher Education
Statistics
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