A sports statistician seeks to evaluate NBA team statistics for a recent year. The statistician collects data for wins and points scored, field goal percentage, opponent field goal percentage,
three point field goal percentage, free throw percentage, rebounds per game, assists per game, and turnovers per game, and stores these data in NBA Stats.
Develop the most appropriate multiple regression model to predict the number of wins for an NBA team. Be sure to perform a thorough residual analysis and provide a detailed explanation of the results as part of your answer.