The aim of these dashboards is to help illustrate some key concepts through simulation exercises. Users can try out a variety of parameters and see what happens. These parameters may be set at the side bar. Enjoy.

Hotels Data Analysis Hotels Data Analysis Interactive app using the hotels-europe data.
Ch. 03 - Visualizing Distributions Ch. 03 - Visualizing Distributions How different types of charts can be used to visualize distributions.
Ch 05. - Generalizing from Data Ch 05. - Generalizing from Data Explore how different methods can be used to calculate standard errors to generalize from a sample to the population or general pattern.
Ch. 08 - Measurement Error Ch. 08 - Measurement Error Explore the concept and different types of measurement error and its impact on regression analysis.
Ch. 19 - Confounders and Bad Conditioners in Causal Inference Ch. 19 - Confounders and Bad Conditioners in Causal Inference Explore how conditioning on different covariates can impact causal estimates.
Ch. 21 - Common Support Ch. 21 - Common Support Explore the concept of common support and its implications in causal inference.