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Lessons
Unit 1: Exploring One-Variable Data
L1 Statistical Studies P4 09/02 · P7 09/02
L2 Analyzing Categorical Data P7 09/03
L4 Describing Quantitative Data
L5 Measuring Variability
L6 Comparing Quantitative Data
L7 Location in a Distribution
L8 Linear Transformations of Quantitative Data
L9 Simple Random Sample
L10 Stratified Random Samples
L11 Cluster and Systematic Samples
L12 Potential Problems with Sampling
L13 Observational Studies and Experiments
L14 Designing Experiments
L15 Selecting an Experimental Design
L16 Inference and Experiments
L17 Scope of Inference
L65 The Investigative Question
Unit 2: Probability, Random Variables, and Probability Distributions
L3 Representing Categorical Data P4 09/08
L18 Introducing Probability
L19 Simulation
L20 Rules for Probability
L21 The Addition Rule
L22 Conditional Probability and Independence
L23 Tree Diagrams
L24 Discrete Random Variables
L25 Continuous Random Variables
L26 Normal Distributions and the Empirical Rule
L27 Normal Distribution Calculations
L28 Combining Random Variables
L29 Introduction to the Binomial Distribution
L30 Parameters for Binomial Distributions
L31 Conditions for Inference
L32 Sampling Distributions
L33 Bias and Variability
Unit 3: Inference for Categorical Data: Proportions
L34 Sample Proportions
L35 Differences in Sample Proportions
L39 Interpreting a Confidence Interval
L40 Interpreting a Confidence Level
L41 Constructing a Confidence Interval for a Proportion
L42 Confidence Intervals for a Proportion (5C method)
L43 Confidence Intervals for a Difference in Proportions
L44 Introduction to Hypothesis Tests
L45 Conditions and p-value
L46 Hypothesis Tests for a Proportion (5C method)
L47 Introduction to Hypothesis Tests for a Difference in Proportions
L48 Hypothesis Tests for a Difference in Proportions
L49 Type I and Type II Errors
L50 Power of a Test
L51 Introduction to Chi-Square
L52 Chi-Square Test for Homogeneity
L53 Chi-Square Test for Independence
Unit 4: Inference for Quantitative Data: Means
L36 Sample Means
L37 The Central Limit Theorem
L38 Differences in Sample Means
L54 Introduction to the t-distribution
L55 Constructing a Confidence Interval for a Mean
L56 Confidence Intervals for a Mean (5C method)
L57 Confidence Intervals for a Difference in Means
L58 Confidence Intervals for a Mean Difference (paired)
L59 Introduction to Hypothesis Tests for a Mean
L60 Hypothesis Tests for a Mean (5C method)
L61 Introduction to Hypothesis Tests for a Difference in Means
L62 Hypothesis Tests for a Difference in Means
L63 Hypothesis Tests for a Mean Difference (paired)
L64 Choosing the Correct Inference Procedure
Unit 5: Regression Analysis
L66 Scatterplots
L67 Correlation
L68 Making Predictions
L69 Residual Plots
L70 Coefficient of Determination
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Quizzes
Unit 1: Exploring One-Variable Data
Q Quiz 1A
Q Quiz 1B
Q Quiz 1C
Q Quiz 1D
Q Quiz 1E
Q Quiz 1F
Q Quiz 1G
Q Quiz 1H
Unit 2: Probability, Random Variables, and Probability Distributions
Q Quiz 2A
Q Quiz 2B
Q Quiz 2C
Q Quiz 2D
Q Quiz 2E
Q Quiz 2F
Q Quiz 2G
Q Quiz 2H
Unit 3: Inference for Categorical Data: Proportions
Q Quiz 3A
Q Quiz 3B
Q Quiz 3C
Q Quiz 3D
Q Quiz 3E
Q Quiz 3F
Q Quiz 3G
Q Quiz 3H
Unit 4: Inference for Quantitative Data: Means
Q Quiz —
Q Quiz 4A
Q Quiz 4B
Q Quiz 4C
Q Quiz 4D
Q Quiz 4E
Q Quiz 4F
Unit 5: Regression Analysis
Q Quiz 5A
Q Quiz 5B
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