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Linear Regression with Multiple Covariates

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A workflow for building and testing a linear regression model, complete with R code.

This book consists of analysis and model building using data for wine quality. The goal is to build a model that can predict human preference for wine similar to that seen in the test data. Specifically examining the data for white wine, 1599 observations were collected where people rated wine from 0-10 based on how well they liked it. The data consists of a predictor variable (quality) and several covariate...