Probability & Statistics Videos

1.1 An Overview of Statistics

1.2 Data Classification

1.3 Data Collection and Experimental Design

2.1 Frequency Distributions and Their Graphs

2.2 More Graphs and Displays

2.3 Measures of Central Tendency

2.4 Measure of Variation

2.5 Measures of Position

3.1 Basic Concepts of Probability and Counting

3.2 Conditional Probability and the Multiplication Rule

3.3 The Addition Rule

3.4 Additional Topics in Probability and Counting

4.1 Probability Distributions

4.2 Binomial Distributions

4.3 More Discrete Probability Distributions

5.1 Introduction to Normal Distributions and the Standard Normal Distribution

5.2 Normal Distribution: Finding Probabilities

5.3 Normal Distribution: Finding Values

5.4 Sampling Distributions and the Central Limit Theorem

5.5 Normal Approximations to Binomial Distributions

6.1 Confidence Intervals for the Mean (σ Known)

6.2 Confidence Intervals for the Mean (σ Unknown)

6.3 Confidence Intervals for Population Proportions

6.4 Confidence Intervals for Variance and Standard Deviation

7.1 Introduction to Hypothesis Testing

7.2 Hypothesis Testing for the Mean (σ Known)

7.3 Hypothesis Testing for the Mean (σ Unknown)

7.4 Hypothesis Testing for Proportions

7.5 Hypothesis Testing for Variance and Standard Deviation

9.1 Correlation

9.2 Linear Regression

9.3 Measure of Regression and Prediction Intervals

9.4 Multiple Regression

10.1 Goodness-of-fit Test

10.2 Independence

10.3 Comparing Two Variances