Elements of StatisticsIntroduces key statistical concepts like probability, random variables, and correlation, with examples and explanations.
Independence and CovarianceExplores independence and covariance between random variables, discussing their implications and calculation methods.
Estimating R: Example 100Explores correlation limitations, probability, random variables, and statistical inference using a ball-drawing example.
Handling Network DataExplores handling network data, including types of graphs, real-world network properties, and node importance measurement.
Probability and StatisticsIntroduces key concepts in probability and statistics, such as events, Venn diagrams, and conditional probability.