UAGC BUS308 week 5 learning activity

Multiple Regression: Case Problem Predicting Winnings for NASCAR Drivers

[WLOs: 1, 2, 3] [CLOs: 1, 2, 3, 4, 5, 6, 7]

Prior to beginning work on this case problem learning activity, watch the

Week 5 Introduction

video, and read Chapter 15 in the MindTap ebook by clicking on the Getting Ready link for each perspective chapter.

Step 1: Read

• Review Case Problem 2: Predicting Winnings for NASCAR Drivers from Chapter 15 of the ebook.

Step 2: Do

• Run a Regression for the Data File NASCAR (Chapter 15) using the video How to Add Excel’s Data Analysis ToolPak for assistance.

Step 3: Complete a managerial report,

• Suppose you wanted to predict Winnings ($) using only the number of poles won (Poles), the number of wins (Wins), the number of top five finishes (Top 5), or the number of top ten finishes (Top 10). Which of these four variables provides the best single predictor of winnings?
• Develop an estimated regression equation that can be used to predict Winnings ($) given the number of poles won (Poles), the number of wins (Wins), the number of top five finishes (Top 5), and the number of top ten (Top 10) finishes. Test for individual significance, and then discuss your findings and conclusions.