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AP® Statistics - Unit 4: Probability & Random Variables
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 4: Probability & Random Variables4.1 — Introduction to Probability & Relative Frequency 4.2 — Basic Probability Rules: Additive & Complement 4.3 — Conditional Probability with Two-Way Tables 4.4 — Multiplication Rule & Independence 4.5 — Probability Trees & Counting Prin
12th, Higher Education
Statistics
Also included in: AP® Statistics - Full Course Curriculum
ΑP Statistics – 8.4: Expected Counts in Two-Way Tables (MEGA NOTES)
Master how to calculate and interpret expected counts in two-way tables — a key concept for Chi-Square Tests in AP Statistics. This resource provides a clear, step-by-step method to help students understand how expected counts are formed and how they are used in hypothesis testing. ✔ Step-by-step calculation method ✔ Clear explanation of the formula ✔ Connection to Chi-Square tests ✔ Multiple worked examples This is a foundational concept that students must fully understand before moving
11th - 12th, Higher Education
Math Test Prep, 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
AP Macroeconomics | No Prep FRQs | Opportunity Cost & Comparative Advantage | |
FRQ 1: Basic Economic Concepts – Opportunity Cost & Comparative AdvantageTitle:AP Macroeconomics | Opportunity Cost & Comparative Advantage | No-Prep FRQ | Description: Overview: This FRQ challenges students to analyze how opportunity cost and comparative advantage shape international trade. Using Adam Smith’s original quote and real-world trade examples, learners apply theory to data-driven decisions about specialization and efficiency. How It Can Be Used: 🌎 As a class discussion starter on
9th - 12th, Adult Education, Higher Education
Economics , Other (Social Studies), Statistics
Also included in: AP Macroeconomics | No Prep FRQs Bundle | 10 Complete Prompts |
Lab Group Differences in Decision Making: Iowa Gambling Task
This laboratory activity suite investigates group differences in ventromedial prefrontal cortex (VPC) function through comparative statistical analysis. Students complete the Iowa Gambling Task, a validated decision-making assessment that measures VPC function through final bank amount scores. The activity is structured in three parallel investigations examining VPC function across different categorical variables: biological sex (male vs. female), grade level (juniors vs. seniors), and pet prefe
9th - 12th, Adult Education, Higher Education
Health, Psychology, Statistics
Lab Caffeine and Decision-Making: A Correlational Study
Caffeinated Decisions: Investigating the Neural Economics of Risk and Reward This laboratory exercise explores the relationship between caffeine consumption and ventromedial prefrontal cortex (VPC) function through a correlational study. Students begin by calculating their daily caffeine intake using an online calculator, then assess their VPC function by completing the Iowa Gambling Task, a decision-making assessment that relies on the ventromedial prefrontal cortex. After obtaining their own
9th - 12th, Adult Education, Higher Education
Health, Psychology, Statistics
AP Statistics – Unit 8 Mega Bundle (Complete Chi-Square System + FRQ Strategy)
🎯 AP Statistics – Unit 8 Mega BundleA complete system covering EVERYTHING in Unit 8: ✔ Goodness of Fit (setup + execution) ✔ Independence & Homogeneity tests ✔ Expected counts in two-way tables ✔ Step-by-step execution ✔ FRQ strategy (how to write for full points) ✔ Decision system (which test to use and when) This is not just notes. It’s a complete roadmap to go from confusion → confidence → full points. 👉 Perfect for students aiming for a 4–5 👉 Ideal for last-minute revision OR full under
10th - 12th, Higher Education
Math Test Prep, Statistics
AP Macroeconomics | No Prep FRQs | Money, Banking & Monetary Policy |
FRQ 5: Money, Banking, & Monetary PolicyTitle:AP Macroeconomics | Money, Banking & Monetary Policy | No-Prep FRQ | Description: Overview: Students examine how money creation and central banking tools control liquidity, rates, and investment. Data tables and open-market operation visuals support real-world application. How It Can Be Used: 🏦 Banking system deep-dive 💬 Small-group analysis or mock Fed meeting 📉 AP Unit 5 practice Why Teachers & Students Love It: 💰 Real FOMC excerpts 📊 Mon
9th - 12th, Adult Education, Higher Education
Economics , Other (Social Studies), Statistics
Also included in: AP Macroeconomics | No Prep FRQs Bundle | 10 Complete Prompts |
Psychology Lab Emotional Intelligence: Is It More About Reading Others or Manag
Students complete the Emotional Intelligence scale (X), the Empathy Quotient EQ (Y), and the ERQ Cognitive Reappraisal subscale (Z), then collect all three scores from 9 classmates and run two correlations: EI vs. Empathy and EI vs. Emotion Regulation. The lab examines two core functions attributed to emotional intelligence — understanding others' emotions (empathy) and managing one's own emotions (reappraisal) — and asks which is more strongly correlated with overall EI scores. Students evaluat
8th - 12th, Adult Education, Higher Education
Health, Psychology, Statistics
AP Biology UNIT 3 Cellular Energetics 3.2 Environmental Impacts Simulated Lab
AP Biology Unit 3.2 Enzyme Activity Simulation Lab Report - Complete Teaching Package Overview Comprehensive simulation lab report worksheet exploring the effects of various factors on enzyme activity, specifically designed for AP Biology Unit 3 (Cellular Energetics), Topic 3.2: Environmental Impacts on Enzyme Function. This engaging, inquiry-based resource uses catalase enzyme experiments to help students understand how environmental factors affect enzyme function and reaction rates. Enzyme F
9th - 12th, Adult Education, Higher Education
Biology, Other (Science), Statistics
CCSS
RST.11-12.1
, RST.11-12.2
, RST.11-12.3
+7
Psychology Lab Juniors vs. Seniors: Who Thinks More Flexibly? A CFS Lab
Students complete the Cognitive Flexibility Scale (CFS), which measures the ability to switch thinking, perceive multiple alternatives, and adapt to new situations, then collect scores from junior and senior classmates to run an independent samples t-test. The lab examines whether cognitive flexibility — a higher-order executive function — develops measurably between these two grade levels. Students consider whether seniors additional academic exposure and life experience translate into greater
8th - 12th, Adult Education, Higher Education
Health, Psychology, Statistics
The Geometric Distribution (4.12 Mega Practice Set)
This Mega Practice Set of 17 pages provides a complete and in-depth collection of 50 original, AP-style multiple-choice questions covering Geometric Distributions, fully aligned with AP Statistics Unit 4.12. The questions are carefully structured into five levels of increasing depth, guiding students from basic probability calculations to advanced interpretation and parameter reasoning—exactly the skills required for AP Statistics success. Perfect for classroom instruction, homework, assess
10th - 12th, Higher Education
Statistics
Also included in: The Geometric Distribution (4.12 AP Statistics Theory and Practice)
Expected Value & Discrete Distributions | IB Math Additional Practice Worksheet
Reinforce your students’ understanding of expected value and discrete probability distributions with this targeted, no-prep practice worksheet — perfect for IB Math or any high school statistics class! This resource is designed to give students the extra repetition and challenge they need to master calculating expected value, interpreting distribution tables, and applying their knowledge to real-world problems. ✅ What’s Included: Practice problems covering: Discrete random variables Pro
10th - 12th, Higher Education
Other (Math), Statistics
CCSS
HSG-C.B.5
, HSS-MD.A.1
, HSS-MD.A.2
+4
Also included in: Expected Value & Discrete Probability Bundle | Notes, Game & Practice
AP Statistics – Chi-Square Tests (Independence & Homogeneity) Complete System +
Master Chi-Square Tests for Independence and Homogeneity with a complete, step-by-step system designed for AP Statistics success. This bundle combines all the essential components students need to fully understand and apply these tests, including how to write high-scoring FRQ responses. ✔ 8.4 Expected counts in two-way tables ✔ 8.5 Setting up the correct test ✔ 8.6 Carrying out the full procedure ✔ 8.5 - 8.6 Writing complete FRQ answers Students learn not only how to perform calculations
10th - 12th, Higher Education
Math Test Prep, Statistics
AP Statistics Exponent vs Coefficient use with Schoology
30 scenario-based multiple-choice questions in which students distinguish between Exponent and Coefficient. Each question presents a realistic scenario requiring students to classify or apply the correct concept. For AP Statistics, mathematics, and logic courses. Use as a bell ringer, exit ticket, unit review, sub plan, homework, or test prep activity for the algebra and polynomial functions unit. No more printing or correcting, in an LMS it corrects itself! No more passing out the papers, o
9th - 12th, Adult Education, Higher Education
Math Test Prep, Statistics
Chi-Square Tests | No-Prep Guided Notes for IB Math or Stats Class
Help your students master Chi-Square Tests with these clear, structured, and no-prep guided notes, perfect for IB Math Applications and Interpretations, AP Statistics, or any upper-level statistics course. These notes break down complex concepts into approachable steps with definitions, examples, and exam-style practice. ✅ What’s Included: Step-by-step instruction on: Chi-Square Tests for Frequency Tables Degrees of Freedom Expected Frequencies Goodness of Fit Tests Guided examples
10th - 12th, Higher Education
Other (Math), Statistics
CCSS
HSS-IC.A.2
, HSS-IC.B.4
AP® Statistics - Unit 1: Exploring One-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 1: Exploring One-Variable Data1.1 — Types of Variables & Categorical vs Quantitative 1.2 — Displaying Quantitative Data: Dotplots & Stemplots 1.3 — Displaying Quantitative Data: Histograms 1.4 — Displaying Categorical Data: Tables, Bar Graphs, Pie Charts 1.5 — Describing
12th, Higher Education
Statistics
Also included in: AP® Statistics - Full Course Curriculum
AP Macroeconomics | No Prep FRQs | Exchange Rates & Balance of Payments |
FRQ 9: Open Economy – Exchange Rates & Balance of PaymentsTitle:AP Macroeconomics | Exchange Rates & Balance of Payments | No-Prep FRQ | Description: Overview: Students analyze currency appreciation/depreciation, trade balances, and capital flows. IMF and FRED data provide authentic context for open-economy reasoning. How It Can Be Used: 💵 Open-economy review 🌎 Comparative trade study 📘 AP test practice Why Teachers & Students Love It: 🌍 Real IMF excerpts 📊 Built-in data tables 🧭 Ful
9th - 12th, Adult Education, Higher Education
Economics , Other (Social Studies), Statistics
Also included in: AP Macroeconomics | No Prep FRQs Bundle | 10 Complete Prompts |
Expected Value & Discrete Distributions | No-Prep Probability Lesson for IB Math
Make teaching Expected Value and Discrete Probability Distributions effortless with this no-prep guided notes resource, designed for IB Math (AI & AA) or any high school statistics course. These structured, student-friendly notes help your learners master core probability concepts with step-by-step instruction, practice problems, and clear visuals. ✅ What’s Included: Definitions of expected value, discrete random variables, and probability distributions Guided examples walking through how
10th - 12th, Higher Education
Other (Math), Statistics
CCSS
HSS-CP.A.2
, HSS-CP.A.3
, HSS-CP.A.5
+9
Also included in: Expected Value & Discrete Probability Bundle | Notes, Game & Practice
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
Complete Statistics Unit for IB Math AISL | Guided Notes Activities & Assignment
Bring your statistics unit to life with this all-in-one resource pack designed specifically for IB Mathematics Applications and Interpretation (AI) at the Standard Level — but versatile enough to enrich any high school statistics class. Whether you're looking for a full semester’s worth of engaging, no-prep content or aiming to supplement your existing curriculum, this comprehensive statistics bundle delivers clear instruction, thoughtful practice, and interactive learning experiences. T
10th - 12th, Higher Education
Other (Math), Statistics
CCSS
HSS-ID.A.1
, HSS-ID.A.2
, HSS-ID.A.3
+22
AP Microeconomics | No Prep FRQs | Elasticity & Consumer Choice |
FRQ #2 | Elasticity and Consumer ChoiceTitleAP Microeconomics | Elasticity & Consumer Choice | No Prep FRQ |Full Product Description🧠 Overview & PurposeStudents investigate how responsiveness to price changes shapes firm strategy and consumer behavior. They compute and interpret elasticity | apply the total revenue test | connect elasticity to pricing and promotions | and analyze how tax incidence depends on relative elasticities. ✏️ How It Can Be Used• AP exam practice set | timed or untimed
9th - 12th, Adult Education, Higher Education
Economics , Other (Social Studies), Statistics
Also included in: AP Microeconomics | No Prep FRQs Bundle | 10 Complete Prompts |
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
Chi-Square Tests Additional Practice | Goodness of Fit & Test for Independence
Reinforce student confidence with this additional practice assignment covering both chi-square goodness of fit and chi-square test for independence—perfect for IB Math, AP Stats, or any high school statistics course! Students will work through multiple problems involving categorical data, expected frequencies, degrees of freedom, and hypothesis testing. Questions range from interpreting p-values to writing conclusions, ensuring well-rounded understanding and exam readiness. This no-prep
10th - 12th, Higher Education
Other (Math), Statistics
CCSS
HSS-IC.A.2
, HSS-IC.B.4
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