Prior to
b
eginning work on this discussion forum, watch the
Week 5 Introduction
(Links to an external site.)
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
Download 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
(Links to an external site.)
for assistance.
In 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.
Step 3: Discuss:
· What did you find in your analysis of the data? Were there any surprising results? What recommendations would you make based on your findings? Include details from your managerial report to support your recommendations.
b
>Data
0 1 5 ,529, 0
2403 3 1 19 0 4 9 19 0
3 3 3,580
1 3 14 0 2 14 1 0 4 12 3,690
1 3 18 0 1 5 14 2284 3 1 9 3 2 8 16 ,470
1 4 14 18 0 1 4 16 2 1 8 0 0 1 10 3 0 3 10 0 1 4 8 1 0 3 12 936 0 1 5 12 0 0 2 5 2 0 2 8 2 0 2 10 2 1 4 8 2 0 4 6 0 0 3 7 0 1 2 5 1 0 2 4 1 0 1 3 0 0 1 2 0 0 1 2 0 0 0 0 0 0 1 1 0 0 0 0 0 0 0 0 0 0 0 0
2
Driver
Points
Poles
Wins
Top
5
Top
1
0
Winnings ($)
Tony Stewart
2
4
3
9
19
6
8
7
Carl Edwards
26
8,485,990
Kevin Harvick
2345
6,197,
14
Matt Kenseth
2330
12
20
6,
18
Brad Keselowski
2319
10
5,087,740
Jimmie Johnson
2304
21
6,296,360
Dale Earnhardt Jr.
2290
4,
16
Jeff Gordon
2287
13
5,912,830
Denny Hamlin
2284
5,401,190
Ryan Newman
17
5,303,020
Kurt Busch
2262
5,
936
Kyle Busch
2246
6,161,020
Clint Bowyer
1047
5,633,950
Kasey Kahne
1041
15
4,775,160
A.J. Allmendinger
1013
4,825,560
Greg Biffle
997
4,318,050
Paul Menard
947
3,853,690
Martin Truex Jr.
937
3,955,560
Marcos Ambrose
4,750,390
Jeff Burton
935
3,807,780
Juan Montoya
932
5,020,780
Mark Martin
930
3,830,910
David Ragan
906
4,203,660
Joey Logano
902
3,856,010
Brian Vickers
846
4,301,880
Regan Smith
820
4,579,860
Jamie McMurray
795
4,794,770
David Reutimann
757
4,374,770
Bobby Labonte
670
4,505,650
David Gilliland
572
3,878,390
Casey Mears
541
2,838,320
Dave Blaney
508
3,229,210
Andy Lally*
398
2,868,220
Robby Gordon
268
2,271,890
J.J. Yeley
192
2,559,500