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Statistics: the step-by-step guide

22 steps that follow the revised AP Statistics course (first exam May 2027) unit by unit, plus the university topics that come next. Each step has worked examples, six practice questions with worked answers and a quick self-check.

Unit 1: Exploring One-Variable Data and Collecting DataAP Stats Unit 1 (20–30%)
  1. Statistical Thinking
  2. Data and How It's Collected
  3. Experimental Design New
  4. Describing Data with Graphs
  5. Describing Data with Numbers
Unit 2: Probability, Random Variables and Probability DistributionsAP Stats Unit 2 (15–25%)
  1. Two-Way Tables and Simulation New
  2. Probability
  3. Discrete Random Variables
  4. The Normal Distribution
  5. Sampling Distributions and the Central Limit Theorem
Unit 4: Inference for Quantitative Data: MeansAP Stats Unit 4 (10–20%)
  1. One-Sample t Procedures and Paired Data New
  2. Comparing Two Groups
Unit 5: Regression AnalysisAP Stats Unit 5 (10–20%)
  1. Exploring Relationships
Unit 6: Beyond AP — university statisticsFirst-year university topics
  1. Inference for Regression
  2. Comparing Several Means with ANOVA
  3. A First Look at Multiple Regression

The books behind the guide

Each step is a short version of a chapter of Statistics Made Simple, which gives the full explanation, more worked examples, diagrams and statistical tables.

Statistics Made Simple textbook coverEvery step in full: Statistics Made Simple is a first course in statistical thinking for AP, A-Level, IB and first-year university.Get the textbook · $12Statistics Made Simple Practice Questions coverPractise until it sticks: Statistics Made Simple Practice Questions has 1,569 questions, each with a fully worked answer.Get the practice book · $9Statistics Made Simple Complete Bundle coverThe textbook and the practice book together: the Statistics Made Simple bundle for $16 (was $21).Both books · $16

Studying more than one subject? The Complete Book Bundle includes every Economics, Statistics, Mathematics and Econometrics book.

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The book chapters add more examples, diagrams and practice questions with full answers.

Economics Made Simple Bundle — Textbook, 450 Practice Questions, Flashcards and 100 Case Studies

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Statistics Made Simple Complete Bundle cover showing both the textbook and practice book

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