1 Statistics - 1.1 Intro to Statistics
2 Statistics - 1.2 Classifying Data
3 Statistics - 1.3.1 Introduction to Statistical Studies
4 Statistics - 1.3.2 Observational Studies
5 Statistics - 1.3.3 Experiments
6 Statistics - 1.4 Critiquing a Published Study
7 Statistics - 2.1 Frequency Distributions
8 Statistics - 2.2.1 Displaying Qualitative Data
9 Statistics - 2.2.2 Displaying Quantitative Data
10 Statistics - 2.3 Analyzing Graphs
11 Statistics - 3.1 Measures of Center
12 Statistics - 3.2.1 Measures of Spread
13 Statistics - 3.2.2 Empirical Rule and Chebyshev's Theorem
14 Statistics - 3.3.1 Measures of Relative Position
15 Statistics - 3.3.2 Box Plots and the 5-Number Summary
16 Statistics - 3.3.3 Intro to Z-Scores
17 Statistics - 4.1 Intro to Probability
18 Statistics - 4.2 Addition Rule for Probability
19 Statistics - 4.3 Multiplication Rule for Probability
20 Statistics - 4.4 Permutations and Combinations
21 Statistics - 4.5 Probability and Counting Practice
22 Statistics - 5.1.1 Expected Value of Discrete Probability Distributions
23 Statistics - 5.1.2 Variance and SD of Discrete Probability Distributions
24 Statistics - 5.2 The Binomial Distribution
25 Statistics - 5.3 The Poisson Distribution
26 Statistics - 5.4.1 The Hypergeometric Distribution
27 Statistics - 5.4.2 Binomial, Poisson or Hypergeometric?
28 Statistics - 6.1 The Normal Distribution and Z-Scores
29 Statistics - 6.2 Area Under a Normal Distribution
30 Statistics - 6.3 Probabilities in a Normal Distribution
31 Statistics - 6.4 Z-Scores in Reverse
32 Statistics - 6.5 Approximating a Binomial Distribution With a Normal Distribution
33 Statistics - 7.1 The Central Limit Theorem
34 Statistics - 7.2 The Central Limit Theorem with Means
35 Statistics - 7.3 The Central Limit Theorem with Proportions
36 Statistics - 8.1.1 An Introduction to Confidence Intervals
37 Statistics - 8.1.2 Estimating Population Means (𝜎 known)
38 Statistics - 8.1.3 Calculations With Estimating Population Means - 𝜎 known
39 Statistics - 8.2 Student's t-Distribution
40 Statistics - 8.3 Estimating Population Means (𝜎 Unknown)
41 Statistics - 8.4.1 Estimating Population Proportions
42 Statistics - 8.4.2 Calculations With Estimating Population Proportions
43 Statistics - 9.1 Comparing Two Population Means (𝜎 Known)
44 Statistics - 9.2.1 Comparing Two Population Means (𝜎 Unknown, Unequal Variances)
45 Statistics - 9.2.2 Comparing Two Population Means (𝜎 Unknown, Equal Variances)
46 Statistics - 9.3 Comparing Two Population Means (𝜎 Unknown, Dependent/Paired)
47 Statistics - 9.4 Comparing Two Population Proportions
48 Statistics - 10.1.1 Introduction to Hypothesis Testing
49 Statistics - 10.1.2 Writing Hypotheses
50 Statistics - 10.1.3 Interpreting Conclusions to Hypothesis Tests
51 Statistics - 10.1.4 Errors in Hypothesis Testing
52 Statistics - 10.2.1 Hypothesis Testing for Population Means (σ known) - Right-Tailed
53 Statistics - 10.2.2 Hypothesis Testing for Population Means (σ known) - Left-Tailed
54 Statistics - 10.2.3 Hypothesis Testing for Population Means (σ known) - 2-Tailed
55 Statistics - 10.3.1 Hypothesis Testing for Population Means (σ unknown) - 1-Tailed
56 Statistics - 10.3.2 Hypothesis Testing for Population Means (σ unknown) - 2-Tailed
57 Statistics - 10.4.1 Hypothesis Testing for Population Proportions - 1-Tailed
58 Statistics - 10.4.2 Hypothesis Testing for Population Proportions - 2-Tailed
59 Statistics - 11.1.1 Hypothesis Testing for 2 Sample Means (σ known) - 1-Tailed
60 Statistics - 11.1.2 Hypothesis Testing for 2 Sample Means (σ known) - 2-Tailed
61 Statistics - 11.2.1 Hypothesis Testing for 2 Sample Means (σ unknown) - Unequal Variances
62 Statistics - 11.2.2 Hypothesis Testing for 2 Sample Means (σ unknown) - Equal Variances
63 Statistics - 11.3 Hypothesis Testing for 2 Sample Means - Paired
64 Statistics - 11.4 Hypothesis Testing for 2 Sample Proportions
65 Statistics - 12.1.1 Scatter Plots and Correlation
66 Statistics - 12.1.2 Determining Statistical Significance for the Pearson Correlation Coefficient
67 Statistics - 12.2.1 The Least Squares Regression Line (LSRL)
68 Statistics - 12.2.2 Predicting With and Interpreting Values of the LSRL
69 Statistics - 12.2.3 Creating and Analyzing a Linear Regression Model
70 Statistics - 12.3.1 Prediction Intervals for Linear Regression
71 Statistics - 12.3.2 Confidence Intervals for 𝛽0 and 𝛽1
72 Statistics - 12.4 Multiple Regression