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.

Linear Regression Linear Regression Explore and practice concepts of exploratory and linear regression analysis using the hotels-europe dataset. Related textbook chapters: 03, 04, 07, 08, 09, 10.
Visualizing Distributions Visualizing Distributions Explore how different types of charts can be used to visualize distributions. Related textbook chapter: 03.
Generalizing from Data 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. Related textbook chapter: 05.
Measurement Error Measurement Error Explore the concept and different types of measurement error and its impact on regression analysis. Related textbook chapter: 08.
Multiple Linear Regression Multiple Linear Regression Explore multiple linear regression interactively through the cps-earnings dataset. Related textbook chapter: 10.
Confounders and Bad Conditioners in Causal Inference Confounders and Bad Conditioners in Causal Inference Explore how conditioning on different covariates can impact causal estimates. Related textbook chapter: 19.
Common Support Common Support Explore the concept of common support and its implications in causal inference. Related textbook chapter: 21.