A statistical analysis of the relationship between shots and goals in football using R, correlation, linear regression, and interactive visualizations.

An interactive introduction to simple linear regression using the mtcars data set. Explore how vehicle weight relates to miles per gallon through ggplot visualizations, a 3D Plotly chart, regression math, residuals, and prediction.

An 11-slide R Markdown presentation using mtcars to explain multiple regression, model estimates, uncertainty, and diagnostics. Includes ggplot2 and an interactive Plotly chart.

Submission for ASU DAT 301 class

A statistical analysis of the relationship between weekly running mileage and running pace using 20 simulated training weeks. Includes linear regression, residual analysis, ggplot2 visualizations, and an interactive Plotly graph. **Note: This analysis uses simulated data, not actual running observations.**