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Linear Regressions: Predicting Fuel Efficiency
Linear regression analysis of vehicle fuel efficiency using the Auto MPG dataset. Demonstrates simple and multiple regression with ggplot and plotly visualizations.
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Data 607 Assignment 9: Convert JSON into DataFrame
Use the New York Times Top Stories API to read JSON data and transform it into an R DataFrame, then save it to a CSV next to this Rmd
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This presentation explores the relationship between car speed and stopping distance using simple linear regression. It includes visualizations created in R with ggplot2 and plotly, mathematical model equations written in LaTeX, and diagnostic checks for model assumptions. The slides demonstrate how regression can be used to make predictions and interpret relationships between variables in real-world data.