High School Programs 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
Pro Athlete Salary Z-Score & Percentile Activity – Real Data Statistics Practice
Make statistics exciting with this real-world sports data activity! Students will research the salaries of 10 professional athletes from a sport of their choice, then apply statistical concepts to analyze the data. Students will: Calculate the mean and standard deviation of their salary sample Compute the z-score for each athlete’s salary Determine the percentile ranking for each z-score Answer five analysis questions to deepen their understanding and interpretation This engaging activity b
10th - 12th
Applied Math, Money Math, Statistics
CCSS
HSS-ID.A.4
Math Exit Tickets Grades 9–12 | DOK Levels 1–3 | PDF + Google Slides | CCSS
Exit tickets for senior Math that match the depth and rigour of high school mathematical thinking. This pack gives you 36 DOK-leveled exit tickets across 12 skills from functions and proof through to calculus, matrices, and vectors. Every ticket has a structured working space and reasoning explanation area. DOK 3 prompts require the kind of extended justification expected at IB DP and AP level. What's Inside36 exit tickets across 12 Math skills3 DOK levels per skill (DOK 1–3)Working box on every
9th - 12th
Algebra, Calculus, Statistics
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
Football Super Bowl Day and College Football Math Games Task Cards
🏈 Super Bowl Football & College Football Math GamesInteractive Task Cards & ActivitiesMake math review fun and stress-free with these football-themed math games and task cards! This resource helps students practice key math skills through engaging, game-style activities that keep learners motivated and focused. Perfect for adding excitement to review lessons while reinforcing important math concepts. ⭐ Why Teachers Love This ✔ Fun football theme students enjoy ✔ Engaging review that feels l
1st - 12th
Other (ELA), Other (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
Chi-Square Unit: AP Stats
Full unit for AP Stats over Chi-Square testing including: 3 practice worksheets with keys Free Response Practice with key AP Style Multiple Choice Review with key Powerpoint presentation to teach material Unit outline with suggested pacing and goals Test Bank in both Examview and word-processor formats
9th - 12th
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
IB SEHS: Normal Distribution in Athletes Body Measurements
Students will use google sheets to make a normal distribution histogram. Students are required to understand what normal distribution is and how to interpret data that falls outside of that. This document will guide students through through the process.
11th - 12th
General Science, Statistics
CCSS
HSS-IC.B.4
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
IB SEHS: Coefficient of Variation (CV) in Sports Analytics
This product is designed to help students understand how and when to use the coefficient of variation and how to interpret the results.
11th - 12th, Higher Education
General Science, Statistics
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