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Table of contents
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1. Intro to Stats and Collecting Data
24m
Worksheet
Intro to Stats
24m
2. Describing Data with Tables and Graphs
1h 55m
Worksheet
Visualizing Qualitative vs. Quantitative Data
4m
Frequency Distributions
35m
Histograms
14m
Bar Graphs and Pareto Charts
11m
Pie Charts
8m
Frequency Polygons
10m
Dot Plots
6m
Stemplots (Stem-and-Leaf Plots)
13m
Time-Series Graph
9m
3. Describing Data Numerically
1h 45m
Worksheet
Mean
9m
Median
17m
Mode
7m
Standard Deviation
16m
Interpreting Standard Deviation
21m
Percentiles & Quartiles
14m
Describing Data Numerically Using a Graphing Calculator
10m
Boxplots
8m
4. Probability
2h 16m
Worksheet
Basic Concepts of Probability
7m
Complements
6m
Addition Rule
17m
Multiplication Rule: Independent Events
11m
Introduction to Contingency Tables
17m
Multiplication Rule: Dependent Events
15m
Bayes' Theorem
13m
Fundamental Counting Principle
8m
Counting
37m
5. Binomial Distribution & Discrete Random Variables
2h 33m
Worksheet
Discrete Random Variables
31m
Binomial Distribution
1h 7m
Poisson Distribution
40m
Hypergeometric Distribution
14m
6. Normal Distribution and Continuous Random Variables
58m
Worksheet
Standard Normal Distribution
39m
Probabilities & Z-Scores w/ Graphing Calculator
19m
7. Sampling Distributions & Confidence Intervals: Mean
1h 3m
Worksheet
Introduction to Confidence Intervals
15m
Confidence Intervals for Population Mean
48m
8. Sampling Distributions & Confidence Intervals: Proportion
1h 5m
Worksheet
Sampling Distribution of Sample Proportion
29m
Confidence Intervals for Population Proportion
35m
9. Hypothesis Testing for One Sample
1h 1m
Worksheet
Steps in Hypothesis Testing
1h 1m
10. Hypothesis Testing for Two Samples
2h 8m
Worksheet
Two Proportions
54m
Two Means - Unknown, Unequal Variance
31m
Two Means - Matched Pairs (Dependent Samples)
42m
11. Correlation
48m
Worksheet
Scatterplots & Intro to Correlation
26m
Correlation Coefficient
21m
12. Regression
1h 4m
Worksheet
Linear Regression & Least Squares Method
26m
Residuals
12m
Coefficient of Determination
12m
Prediction Intervals
13m
13. Chi-Square Tests & Goodness of Fit
1h 20m
Worksheet
Goodness of Fit Test
41m
Contingency Tables
12m
Independence Tests
14m
Homogeneity Tests
11m
14. ANOVA
1h 0m
Worksheet
Introduction to ANOVA
30m
Multiple Comparisons: Tukey Test
14m
Multiple Comparisons: Tukey-Kramer Test
15m
1. Intro to Stats and Collecting Data
Intro to Stats
Statistics
1. Intro to Stats and Collecting Data
Intro to Stats
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