Advanced Placement (AP) Statistics Student Practices for Microsoft
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Goldie’s AP® Statistics UNIT 1 CURRICULUM | NEW 2026 CED
AP Statistics Unit 1 – Exploring One-Variable Data and Collecting DataComplete Unit Curriculum Students build a strong foundation in both describing data and collecting data. Topics include graphical and numerical summaries of categorical and quantitative data, describing distributions using center and variability, comparing data sets with z-scores, and understanding sampling methods, bias, observational studies, and experimental design. Whether you're a first-time AP® Statistics teacher or l
11th - 12th
Applied Math, Statistics
Also included in: Goldie's FULL CURRICULUM for AP® Statistics | NEW 2026 CED
Goldie’s AP® Statistics UNIT 2 CURRICULUM | NEW 2026 CED
AP Statistics Unit 2 – Probability, Random Variables, and Probability DistributionsComplete Unit Curriculum This unit covers Probability, Random Variables, and Probability Distributions in AP® Statistics and is fully aligned to the 2026–2027 AP® Statistics CED. Students develop a strong foundation in probability by learning how to calculate and interpret basic probabilities, conditional probability, and probabilities involving unions and intersections of events. The unit also introduces two-v
11th - 12th
Applied Math, Statistics
Also included in: Goldie's FULL CURRICULUM for AP® Statistics | NEW 2026 CED
AP Statistics--Select the correct inference procedure: Easter Egg Hunt Activity
✨✨✨❗️❗️❗️ The product is updated! There was a tiny mistake on the flow chart, the number 1 and 2 were flipped. Struggling to help students choose the correct inference procedure? You’re not alone — this is one of the most challenging topics in AP Statistics! This Inference Egg Hunt Activity transforms review into an interactive, movement-based experience that helps students build confidence while having fun. Students will move around the room, analyze real AP-style scenarios, and determine the
10th - 12th, Adult Education, Higher Education
Statistics
CCSS
HSS-IC.A.1
, HSS-IC.B.4
Binomial Distributions Walk Around Activity For Statistics and IB Math
Get your students engaged and moving with this Binomial Distributions Walk Around Activity, designed for IB Math AA & AI (HL/SL), AP Statistics, or high school Statistics classes. This interactive lesson includes 10 real-world word problems focused on binomial probability, encouraging critical thinking and application beyond simple calculator input. Students will: Identify key values (n, p, x) in context Solve for cumulative probabilities such as "at least", "at most", or "exactly" Use a
10th - 12th
Algebra 2, PreCalculus, Statistics
CCSS
HSS-CP.A.2
, HSS-MD.A.3
, HSS-MD.A.4
+2
Video Guided Mean, Median, Mode, Standard dev., Variance, IQR, & Variables
This video-guided review walks students through calculations for mean, median, mode, standard deviation, variance, and interquartile range (IQR). It also includes a foundational review of quantitative vs. qualitative variables, independent vs. dependent variables, and variable types, including interval, ratio, continuous, and discrete variables. Videos are from Youtube (no Youtube subscription required to view), all video links are provided.
8th - 12th, Adult Education, Higher Education
General Science, Other (Math), Statistics
North Pole Probability Bingo AP Statistics Unit 4 Review + Randomized PPT Caller
North Pole Probability Bingo | AP Statistics Unit 4 Review Game + Randomized PowerPoint Caller | Probability, Random Variables, Normal, Binomial & Geometric DistributionsLooking for a high-engagement and classroom-ready way to review AP Statistics Unit 4? This North Pole Probability Bingo activity is packed with 64 original, word-based AP Statistics problems that spiral every major concept in the unit and includes a randomized PowerPoint slide caller perfect for whole-class play! Teachers
9th - 12th
Statistics
AP Statistics: Teach the AI - Scatterplots and Linear Regression
Turn your students into teachers in this hands-on AP Statistics activity! Students “teach” an AI model the entire Scatterplots & Regression Models unit — from describing relationships to interpreting residuals, r², and unusual points. The AI starts with zero knowledge and only unlocks concepts when students define and exemplify them correctly. If they ask for help, the AI shows a worked example first, then gives a new problem for them to solve. What’s Included: ✅ Teacher Guide (explains setup
10th - 12th
Statistics
Statistics: Normal Curve Crooked Path Circuit (with remediation)
Engage your students with this interactive crooked path circuit on the Normal Distribution!This activity guides students through 25 stations that cover key concepts of the normal curve, including: Finding z-scores Using normalcdf and invNorm for probabilities and percentiles Comparing unusual values Applying the Empirical Rule Identifying cutoff scores for percentiles Students move through the circuit solving one problem per station. If they answer correctly, they continue along the crook
10th - 12th
Statistics
Hypothesis Testing for Proportions Full Lesson | Statistics | AP Stats
Full high school statistics lesson on conducting Hypothesis Tests for Proportions! This lesson will fit in perfectly with your AP Statistics or regular level statistics curriculum. TI-84 steps are included, but this format will work for however you want your students to find those p-values NO PREP NEEDED! This resource includes: A fully animated PowerPoint presentation that walks students through each step one at a timeA matching student notes sheetA practice worksheet WITH ANSWER KEY!A link to
9th - 12th
Applied Math, Statistics
AP Stats Snowman Survival Game: Binomial & Geometric Probability Activity
❄️ Snowman Survival Game: Binomial & Geometric Probability Activity (AP Statistics & Algebra 2) Winter-Themed Probability Card Game • QR Codes • Task Cards • Self-Checking • AP Stats Bring some winter fun into your AP Statistics or Algebra 2 classroom with Snowman Survival, a fully self-checking, high-engagement probability game that helps students practice binomial and geometric distributions using real-world, winter-themed scenarios. Perfect for December, January, or any time you want a lig
9th - 12th
Statistics
Also included in: Cold Weather Probability Pack: AP Statistics Unit 4 Review Activities
TED Talk: How many ways can you arrange a deck of cards?- Yannay Khaikin
This high school resource explores permutations and factorials through the example of a shuffled deck of cards. Students analyze large numbers, probability, and mathematical reasoning. Best for: Math, Statistics, Probability Includes • 20 discussion and comprehension questions • Analytical essay prompt • Structured essay with paragraph guidance and sentence starters • Classroom debate activity • Critical thinking discussion questions Grades: 9–12, College, Adult Ed | Print-and-go
9th - 12th, Adult Education, Higher Education
Applied Math, Other (Math), Statistics
TED Talk: How to spot a misleading graph- Lea Gaslowitz
This TED-Ed companion resource teaches students how graphs can mislead, exaggerate, or manipulate data despite appearing objective. Students explore common techniques such as scale distortion, cherry picking, missing context, and selective framing through real-world examples from advertising, politics, and science. The resource emphasizes critical thinking and data literacy skills essential for navigating modern media. Includes 20 high school/college-level discussion questions, an expanded, ev
9th - 12th, Adult Education, Higher Education
Other (Math), Other (Social Studies), Statistics
TED Talk: Should you trust unanimous decisions?- Derek Abbott
This resource explores the paradox of unanimity, examining why perfect agreement can sometimes signal error rather than truth. Students analyze uncertainty, systemic bias, and real-world examples through discussion, writing, and debate. Includes: 20 high school/college-level discussion questionsEvidence-based essay promptStructured essay prompt with paragraph guidance and sentence startersDebate with Position A, Position B, and class discussion startersIdeal for psychology, statistics, criminal
9th - 12th, Adult Education, Higher Education
Criminal Justice - Law, Psychology, Statistics
TED Talk: The psychology behind irrational decisions- Sara Garofalo
This resource explores heuristics and cognitive bias, examining why humans fear loss, misjudge probability, and rely on intuition. Students analyze psychological research, real-world examples, and decision-making errors through discussion, writing, and debate. Includes: 20 high school/college-level discussion questionsEvidence-based essay promptStructured essay prompt with paragraph guidance and sentence startersDebate with Position A, Position B, and class discussion startersIdeal for psycholo
9th - 12th, Adult Education, Higher Education
Economics , Psychology, Statistics
Box Plot Outlier 1.5xIQR Test using dice
Students roll dice and record how many throws it takes to roll "doubles." After 15 trials, the 5-number summary is calculated. Then outlier "fence posts" are computed, and then sketched, using the 1.5 IQR formula. A box plot is drawn and outliers - if any - are clearly plotted outside the fences. Note: If no student accumulates many rolls before rolling doubles - add your own pretend large outlier type result that you did at home.
10th - 12th
Statistics
Titanic two-way contingency tables to determine dependency
Given two 2-way contingency tables, students calculate contingency percentages after completing 2-way tables involving Titanic survival stats and then Eczema cream effectiveness. By comparing percentages, it can be determined whether or not evidence for DEPENDENCE between two variables can be suggested.
10th - 12th, Adult Education, Higher Education
Applied Math, Statistics
CCSS, NGSS
W.11-12.1
, W.11-12.1a
, HS-ESS3-1
Lab Student-Led Exploration of Psychopathy Traits and Gender Differences
Mapping the Dark Triad: Student-Led Exploration of Psychopathy Traits and Gender Differences Psychopathy Assessment Lab: Data Collection and Analysis This high school psychology lab activity engages students in exploring psychopathy traits within their peer group through empirical data collection and analysis. Students begin by taking the Levenson Self-Report Psychopathy Scale (LSRP) online at openpsychometrics.org, which measures primary psychopathy (associated with callousness and manipula
9th - 12th, Adult Education, Higher Education
Health, Psychology, Statistics
TED Talk: How Good are you at Calculating Risk?- Gerd Gigerenzer
Help your students cut through confusing statistics with this TED-Ed companion resource on relative vs. absolute risk. Using real-world examples like heart attack drugs, cancer screenings, and shark attacks, students will learn how risk is measured, why it’s reported differently, and how those differences shape decision-making. This resource includes: 20 high school/college-level discussion questions A structured essay prompt on interpreting risk An expanded debate topic on media responsibilit
9th - 12th, Adult Education, Higher Education
Health, Psychology, Statistics
Lab Aggression: Exploring the Statistical Landscape of Hostile Behavior
Aggression Analytics: Exploring the Statistical Landscape of Hostile Behavior This high school psychology lab collection focuses on measuring and analyzing different aspects of aggression, hostility, and anger among students using standardized psychological assessment tools. Students complete the Buss-Perry Aggression Questionnaire to measure physical aggression, verbal aggression, hostility, and anger. They collect data from classmates, differentiated by sex, and then perform statistical anal
9th - 12th, Adult Education, Higher Education
Health, Psychology, Statistics
TED Talk: The method that can “Prove” almost anything- James A. Smith
This critical-thinking resource accompanies the TED-Ed video on p-values, p-hacking, and the pitfalls of statistical misuse in scientific research. Designed for high school and college-level learners, the resource includes 20 engaging discussion questions, an expanded essay prompt, and a thought-provoking classroom debate topic. Topics explored include null hypotheses, false positives, statistical significance, data manipulation, and the emerging field of meta-science. This is a perfect resourc
9th - 12th, Adult Education, Higher Education
Biology, Psychology, Statistics
AP Statistics FRQ Four Box Response Template (FREE)
📝 AP Statistics FRQ Template | Four-Box Response (Free Resource)Help your students write clear, complete, and full-credit FRQ responses in AP Statistics. This free four-box template provides a structured approach to solving inference problems using the widely taught: 👉 State – Plan – Do – Conclude frameworkPerfect for building consistency, improving communication, and reinforcing expectations for AP-style responses. 🎯 What This Resource Does Students often know the math—but struggle to or
10th - 12th
Math Test Prep, Other (Math), Statistics
TED Talk: What is “Normal” and what is “Different”?- Yana Buhrer Tavanier
Challenge your students to rethink what “normal” really means with this thought-provoking TED-Ed companion resource. Ideal for high school and college classrooms, this resource explores the complex relationship between statistical norms, cultural expectations, and human diversity. Students will critically examine how the concept of “normal” is constructed, how it has been used historically and in modern systems, and why rethinking it can lead to greater equity and understanding. This resource in
9th - 12th, Adult Education, Higher Education
Health, Psychology, Statistics
AP Psychology PIN# Research Review Worksheet Data Analysis & Interpretation
This worksheet for AP Psychology uses data breaches including 3.4 million people's PIN numbers. Students examine the graph created with the PIN # data to examine items like frequency and correlation. Answers are included for the 10 questions that students must answer about the data. Questions:What is on the X-axis of this graph? What is on the Y-axis? What is represented by the line that runs from the lower left corner to the upper right corner of the graph? List three numbers that can be foun
9th - 12th
Basic Principles, Psychology, Statistics
TED Talk: Why is Texas Hold ‘em so Popular?- James McManus
Explore the thrilling history and strategic complexity of poker with this TED-Ed companion resource. Designed for high school and college-level learners, this resource includes 20 engaging discussion questions, an expanded essay prompt, and a nuanced debate topic. Perfect for lessons in U.S. history, economics, math (game theory), or psychology, this resource connects the evolution of poker with broader cultural, strategic, and mathematical concepts.
9th - 12th, Adult Education, Higher Education
Psychology, Statistics, U.S. History
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