# Instructional Videos for Statistics

The videos below were created to support students at Cambridge Rindge and Latin School in their learning of content in our Statistics course. The topic and the link to a video covering that content are below.

 Lesson # Topic 1 Designing Samples 2 Designing Experiments 3 Displaying Data 4 Measuring Center and Spread of Data 5 Simulations 6 Probability Models 7 General Probability Rules 8 Least-Square Regression Line 9 Transformation to Achieve Linearity 10 Causation, Common Response and Confounding 11 Marginal and Conditional Distributions 12 Simpson's Paradox 13 Standard Deviation 14 Measuring Relative Standing 15 Normal Distributions 16 Discrete and Continuous Random Variables 17 Means and Variances of Random Variables 18 Binomial Distributions 19 Geometric Distributions 20 Sample Distributions 21 Normality of the Sample Distribution 22 Sample Means 23 Confidence Intervals 24 Estimating a Population Mean 25 Estimating a Population Proportion 26 Significance Tests 27 Significance Test Errors 28 Chi-Square Statistic 29 Chi-Square with Multiple Variables 30 Inference to Compare Population Means 31 Inference to Compare Population Proportion 32 Regression with Inference