MATLAB: An Introduction with Applications
MATLAB: An Introduction with Applications
6th Edition
ISBN: 9781119256830
Author: Amos Gilat
Publisher: John Wiley & Sons Inc
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The value of a sports franchise is directly related to the amount of revenue that a franchise can generate. Below is the data that represents the value (in $millions) and the annual revenue (in $millions) for 30 Major League Baseball franchises. Suppose you want to develop a simple linear regression model to predict franchise value based on annual revenue generated.

 

 

Team

Revenue

Value

Baltimore

179

460

Boston

310

1000

Chicago White Sox

214

600

Cleveland

178

410

Detroit

217

478

Kansas City

161

354

Los Angeles Angels

226

656

Minnesota

213

510

New York Yankees

439

1850

Oakland

160

321

Seattle

210

585

Tampa Bay

161

323

Texas

233

674

Toronto

188

413

Arizona

186

447

Atlanta

203

508

Chicago Cubs

266

879

Cincinnati

185

424

Colorado

193

464

Houston

196

549

Los Angeles

230

1400

Miami

148

450

Milwaukee

195

448

New York Mets

225

719

Philadelphia

249

723

Pittsburgh

168

336

St. Louis

233

591

San Diego

163

458

San Francisco

230

643

Washington

200

480

(a) determine the coefficient of determination, r2, and interpret its meaning.

(b) determine the standard error of estimate (Syx).

(c) How useful do you think this regression model is for predicting the value of a baseball franchise? 

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