Probability & Statistics Academic Library
Probability & Statistics B Online
UNIT 1- INTRODUCTION TO PROBABILITY
- Course Overview
- Sample Spaces
- The Probability Continuum
- Theoretical Probability
- Experimental Probability
- Quiz: Probability
- Alternate Quiz: Probability
- Independent Events
- Two-Way Tables
- Determining Independence Using Two-Way Tables
- Probability of Multiple Events Occurring Simultaneously
- Quiz: Independent Events
- Alternate Quiz: Independent Events
- Unions of Events
- Probability of an Event Not Occurring
- Conditional Probability Using Venn Diagrams
- Conditional Probability Using a Formula
- Project: Conditional Probability
- Quiz: Conditional Probability
- Alternate Quiz: Conditional Probability
- Unit Review
- Test: Introduction to Probability
- Alternate Test: Introduction to Probability
- Glossary and Credits
UNIT 2: EXPLORING PROBABILITY
- Venn Diagrams
- Probability of Non-Mutually Exclusive Events Using Venn Diagrams
- Probability of Non-Mutually Exclusive Events Using a Formula
- Mixed Probability Applications
- Quiz: Venn Diagrams
- Alternate Quiz: Venn Diagrams
- Binomial Probability Distributions
- Geometric Probability Distributions
- Expected Value
- Constructing Probability Distributions
- Quiz: Probability Distributions
- Applications of Expected Value
- Using Expected Value to Find the Mean of a Probability Distribution
- Using the Probability Distribution to Find Expected Value
- Probability Tree Diagrams
- Project: Binomial Experiment
- Quiz: Expected Value
- Alternate Quiz: Expected Value
- Unit Review
- Test: Exploring Probability
- Alternate Test: Exploring Probability
- Glossary and Credits
UNIT 3: COUNTING METHODS AND PROBABILITY
- Fundamental Counting Principle
- Permutations
- Combinations
- Comparing and Combining the Counting Methods
- Quiz: Counting Methods
- Alternate Quiz: Counting Methods
- Probability Using the Fundamental Counting Principle
- Probability Using Permutations
- Probability Using Combinations
- Applications of Probabilities for Combinations and Permutations
- Quiz: Probability Using Counting Methods
- Alternate Quiz: Probability Using Counting Methods
- Probability of Repeated Events
- Probability of an Event Not Occurring Given Multiple Opportunities
- Probabilities Using a Normal Curve
- Applications of Probabilities Using a Normal Curve
- Project: Real-World Probabilities
- Quiz: Repeated Events and Normal Curves
- Alternate Quiz: Repeated Events and Normal Curves
- Unit Review
- Test: Counting Methods and Probability
- Alternate Test: Counting Methods and Probability
- Glossary and Credits
UNIT 4: FORMING AND TESTING HYPOTHESES
- Forming a Hypothesis
- Calculating Proportion Using Z-Scores
- Comparing Means with a T-Test
- Hypothesis Testing
- Quiz: Hypotheses and Testing
- Alternate Quiz: Hypotheses and Testing
- Genetics and Probability
- Comparing Means with a Z-Test
- Introduction to Confidence Intervals
- Determining Confidence Intervals
- Quiz: Confidence Intervals
- Alternate Quiz: Confidence Intervals
- Chi-Square Tests
- Test of Proportion
- Paired T-Test
- Criticisms of Statistical Hypothesis Testing
- Project: Experimental Design and Analysis
- Quiz: Statistical Tests
- Alternate Quiz: Statistical Tests
- Unit Review
- Test: Forming and Testing Hypotheses
- Alternate Test: Forming and Testing Hypotheses
- Glossary and Credits
UNIT 5: APPLICATIONS OF PROBABILITY AND HYPOTHESIS TESTING
- Recognizing Misleading Uses of Statistics
- Dealing with Small Sample Sizes
- Selective Reporting
- Exercise and Cancer
- Quiz: Real-World Limitations
- Alternate Quiz: Real-World Limitations
- The Gender-Salary Gap
- Marketing Research Statistics
- Cell Phone Use While Driving
- Ratios of Male/Female Births Over Time
- Quiz: Research Statistics
- Alternate Quiz: Research Statistics
- Nutrition Science
- How Governments Use Statistics
- Coaching Decisions
- Random Walks
- Project: Hypothesis Testing – A Drug Study
- Quiz: Making Decisions Using Statistics
- Alternate Quiz: Making Decisions Using Statistics
- Unit Review
- Test: Applications of Probability and Hypothesis Testing
- Alternate Test: Applications of Probability and Hypothesis Testing
- Glossary and Credits
UNIT 6: SEMESTER REVIEW AND EXAM
- Semester Review
- Semester Exam
- Alternate Semester Exam