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Probability and Statistics
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Unit 1: Counting Methods
1.1 Sample Spaces, Events, and Outcomes
1.1 Videos
1.1 Notes/Examples
1.1 Problem Set
1.1 Solutions to Problem Set
1.2 Fundamental Counting Principle
1.2 Videos
1.2 Notes/Examples
1.2 Problem Set
1.2 Solutions to Problem Set
1.3 Permutations
1.3 Videos
1.3 Notes/Examples
1.3 Problem Set
1.3 Solutions to Problem Set
1.4 Combinations
1.4 Videos
1.4 Notes/Examples
1.4 Problem Set
1.4 Solutions to Problem Set
1.5 Mixed Combinations and Permutations
1. 5 Videos
1.5 Notes/Examples
1.5 Problem Set
1.5 Solutions to Problem Set
1. 6 Videos
1.6 Unit 1 Review
1.6 Unit 1 Review Solutions
Unit 2: Calculating Probabilities
2.1 Calculating Basic Probabilities
2.1 Videos
2.1 Notes/Examples
2.1 Problem Set
2.1 Solutions to Problem Set
2.2 Compound and Independent Events
2.2 Videos
2.2 Notes/Examples
2.2 Problem Set
2.2 Solutions to Problem Set
2.3 Mutually Exclusive Outcomes
2.3 Videos
2.3 Notes/Examples
2.3 Problem Set
2.3 Solutions to Problem Set
2.4 Tree Diagrams and Probability Models
2.4 Notes/Examples
2.4 Videos
2.4 Problem Set
2.4 Solutions to Problem Set
2.5 Conditional Probabilities and 2-Way Models
2.5 Videos
2.5 Notes/Examples
2.5 Problem Set
2.5 Solutions to Problem Set
2.6 Unit 2 Review
2.6 Unit 2 Review Solutions
Unit 3: Expected Values and Simulation
3.1 Probability Models & Expected Value
3.1 Videos
3.1 Notes/Examples
3.1 Problem Set
3.1 Solutions to Problem Set
3.2 Applied Expected Value Calculations
3.2 Videos
3.2 Notes/Examples
3.2 Problem Set
3.2 Solutions to Problem Set
3.3 Simulation and Experimental Probability
3.3 Videos
3.3 Notes/Examples
3.3 Problem Set
3.3 Solutions to Problem Set
3.4 Unit 3 Review
3.4 Unit 3 Review Solutions
Unit 4: Data Collection
4.1 DATA
4.1 Videos
4.1 Notes/Examples
4.1 Problem Set
4.1 Solutions to Problem Set
4.2 Sample Survey and Census
4.2 Videos
4.2 Notes/Examples
4.2 Problem Set
4.2 Solutions to Problem Set
4.3 Random Selection
4.3 Videos
4.3 Notes/Examples
4.3 Problem Set
4.3 Solutions to Problem Set
4.4 Statistical Conclusions
4.4 Videos
4.4 Notes/Examples
4.4 Problem Set
4.4 Solutions to Problem Set
4.5 Experiments and Observational Studies
4.5 Videos
4.5 Notes/Examples
4.5 Problem Set
4.5 Solutions to Problem Set
4.6 Unit 4 Review
4.6 Unit 4 Review Solutions
Unit 5: Analyzing Univariate Data
5.1 Categorical Data
5.1 Videos
5.1 Notes/Examples
5.1 Problem Set
5.1 Solutions to Problem Set
5.2 Time Plots & Measures of Central Tendency
5.2 Videos
5.2 Notes/Examples
5.2 Problem Set
5.2 Solutions to Problem Set
5.3 Numerical Data: Dot Plots & Stem Plots
5.3 Videos
5.3 Notes/Examples
5.3 Problem Set
5.3 Solutions to Problem Set
5.4 Numerical Data: Histograms
5.4 Videos
5.4 Notes/Examples
5.4 Problem Set
5.4 Solutions to Problem Set
5.5: Numerical Data: Box-and-Whisker Plots & Outliers
5.5 Videos
5.5 Notes/Examples
5.5 Problem Set
5.5 Solutions to Problem Set
5.6 Numerical Data: Comparing Data Sets
5.6 Videos
5.6 Notes/Examples
5.6 Problem Set
5.6 Solutions to Problem Set
5.7 Unit 5 Review
5.7 Unit 5 Review Solutions
Unit 6: Analyzing Bivariate Data
6.1 Displaying Bivariate Data
6.1 Videos
6.1 Notes/Examples
6.1 Problem Set
6.1 Solutions to Problem Set
6.2 Correlation
6.2 Videos
6.2 Notes/Examples
6.2 Problem Set
6.2 Solutions to Problem Set
6.3 Least-Squares Regression
6.3 Videos
6.3 Notes/Examples
6.3 Problem Set
6.3 Solutions to Problem Set
6.4 More Least-Squares Regression
6.4 Videos
6.4 Notes/Examples
6.4 Problem Set
6.4 Solutions to Problem Set
6.5 Unit 6 Review
6.5 Unit 6 Review Solutions
Unit 7: The Normal Distribution
7.1 Introduction to the Normal Curve
7.1 Videos
7.1 Notes/Examples
7.1 Problem Set
7.1 Solutions to Problem Set
7.2 Z-Scores, Percentiles, and Normal CDF
7.2 Videos
7.2 Notes/Examples
7.2 Problem Set
7.2 Solutions to Problem Set
7.3 Inverse Normal Calculations
7.3 Videos
7.3 Notes/Examples
7.3 Problem Set
7.3 Solutions to Problem Set
7.4 Unit 7 Review
7.4 Unit 7 Review Solutions
Unit 8: Appendices
8.1 Appendix A - Tables
8.2 Appendix B - Glossary and Index
8.3 Appendix C - Calculator Help
Probability and Statistics
2.5 Videos
2.5 Conditional Prob and 2-Way Tables.mov
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2.5 Conditional Prob and 2-Way Tables.mov