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Data Analysis Handbook
This printable handbook explains eight common mistakes people make when collecting and interpreting data. Each section gives a clear definition with examples. Recognizing and avoiding these mistakes helps us critically evaluate the information we encounter. Selection BiasRegression to the MeanCorrelation and CausationClustering IllusionGambler's FallacyBase Rate FallacySurvivorship BiasSimpson's ParadoxRecommended for teens and adults. An online version is available on Critikid.
8th - 12th, Adult Education, Higher Education
Not Subject Specific, Reading, Statistics
Descriptive Statistics: Central Tendency and Spread | Guided Notes for IB Math
Give your students a strong foundation in statistics with this no-prep guided notes resource that covers the most essential topics in descriptive statistics. Designed for IB Math, AP Stats, and high school statistics courses, this resource breaks down key concepts like mean, median, mode, standard deviation, and box plots in a clear, student-friendly way. This printable and digital resource includes guided examples, practice problems, and visual aids to help students analyze and interpret dat
9th - 12th, Higher Education
Other (Math), Statistics
CCSS
HSS-ID.A.1
, HSS-ID.A.2
, HSS-ID.A.3
T-Test Guided Notes | No-Prep Statistics Lesson for IB Math or AP Statistics
Teach t-tests with confidence using these clear and structured guided notes—perfect for IB Math (Applications and Interpretations SL), AP Statistics, or any high school or introductory college stats course. These notes break down the key concepts students need to understand and apply t-tests for the mean in real-world contexts. What’s Included: Clear explanations of the null and alternative hypotheses Step-by-step breakdown of the t-test for a population mean How to interpret the p-va
10th - 12th, Higher Education
Other (Math), Statistics
CCSS
HSS-IC.A.1
, HSS-IC.A.2
, HSS-IC.B.4
+1
T-Tests Slides + Guided Worksheets | AP Stats | All 4 Types
28-slide instructional deck + 4 guided practice worksheets with answer keys for teaching all four t-tests in AP Statistics. Each test section includes identification, hypotheses, TI-84 calculator steps, and scaffolded guided practice with misconception callouts. WHAT’S INCLUDED:• 28-slide PowerPoint deck (PDF) • 4 Guided Practice Student Worksheets (one per t-test type, PDF) • 4 Guided Practice Answer Keys with misconception alerts and student FAQ (PDF) • Terms of Use slide included HOW IT W
11th - 12th, Higher Education
Statistics
Also included in: T-Tests Complete Collection | AP Stats | Slides + Capstone + Reference
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
IB Biology Complete Guide to Statistical Analysis - Student Guide
This guide includes all statistical analysis techniques required for completion of IB Biology, both higher level and standard level. The PDF guide includes explanations of each test as well as how to run the analysis by hand and using spreadsheet software. Tests include: simple statistics, standard deviation, coefficient of variation, Student's T-Test, ANOVA, correlation, regression, and Chi-Square.
9th - 12th, Adult Education, Higher Education
Biology, 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
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