The accompanying Major League Baseball data provide data for one season. Use the data to build a multiple regression model that predicts the number of wins. Complete pa E Click the icon to view the Major League Baseball data a. Construct and examine the correlation matrix. Is multicollinearity a potential problem? Earned Run Strike Won Runs Hits Walks Average Outs Won Runs Hits Earned Run Average Strike Outs Walks (Type integers or decimals rounded to three decimal places as needed)

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Author:Amos Gilat
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The accompanying Major League Baseball data provide data for one season. Use the data to build a multiple regression model that predicts the number of wins. Complete parts a through c.
Click the icon to view the Major League Baseball data.
a. Construct and examine the correlation matrix. Is multicollinearity a potential problem?
Earned Run
Strike
Won
Runs
Hits
Walks
Average
Outs
Won
Runs
Hits
Earned Run
Average
Strike Outs
Walks
(Type integers or decimals rounded to three decimal places as needed.)
Transcribed Image Text:The accompanying Major League Baseball data provide data for one season. Use the data to build a multiple regression model that predicts the number of wins. Complete parts a through c. Click the icon to view the Major League Baseball data. a. Construct and examine the correlation matrix. Is multicollinearity a potential problem? Earned Run Strike Won Runs Hits Walks Average Outs Won Runs Hits Earned Run Average Strike Outs Walks (Type integers or decimals rounded to three decimal places as needed.)
Won Runs
Hits
Earned Run
Strike
Walks
Average
Outs
65
713
1366
4.81
1519
589
91
738
1411
3.56
1140
634
66
613
1440
4.59
1056
424
89
819
1511
4.19
1140
587
75
685
1414
4.18
1226
479
88
752
1467
4.09
922
467
91
791
1515
4.01
1218
522
69
646
1362
4.30
1184
545
83
770
1452
4.14
1274
585
81
751
1515
4.30
1147
546
80
719
1403
4.08
1375
514
76
611
1348
4.09
1025
415
67
676
1534
4.97
905
471
80
681
1363
4.04
1070
466
80
667
1368
4.01
1184
533
77
750
1471
4.58
1226
546
94
782
1521
3.95
967
559
79
656
1361
3.70
1095
502
95
858
1485
4.06
1136
662
81
663
1396
3.56
1061
527
97
772
1451
3.67
1064
560
57
587
1303
5.00
1207
463
90
665
1338
3.39
1183
538
92
697
1411
3.36
1099
487
61
513
1274
3.93
1184
459
86
736
1456
3.57
1027
541
96
800
787
1343
3.78
1282
672
90
1556
3.93
986
511
85
755
1364
4.22
1164
471
69
655
1355
4.13
1230
503
Transcribed Image Text:Won Runs Hits Earned Run Strike Walks Average Outs 65 713 1366 4.81 1519 589 91 738 1411 3.56 1140 634 66 613 1440 4.59 1056 424 89 819 1511 4.19 1140 587 75 685 1414 4.18 1226 479 88 752 1467 4.09 922 467 91 791 1515 4.01 1218 522 69 646 1362 4.30 1184 545 83 770 1452 4.14 1274 585 81 751 1515 4.30 1147 546 80 719 1403 4.08 1375 514 76 611 1348 4.09 1025 415 67 676 1534 4.97 905 471 80 681 1363 4.04 1070 466 80 667 1368 4.01 1184 533 77 750 1471 4.58 1226 546 94 782 1521 3.95 967 559 79 656 1361 3.70 1095 502 95 858 1485 4.06 1136 662 81 663 1396 3.56 1061 527 97 772 1451 3.67 1064 560 57 587 1303 5.00 1207 463 90 665 1338 3.39 1183 538 92 697 1411 3.36 1099 487 61 513 1274 3.93 1184 459 86 736 1456 3.57 1027 541 96 800 787 1343 3.78 1282 672 90 1556 3.93 986 511 85 755 1364 4.22 1164 471 69 655 1355 4.13 1230 503
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