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Use the data BELOW for running linear regression. Consider the Weight of the fish to be the dependent variable, and the rest of the variables
Use the data BELOW for running linear regression.
Consider the Weight of the fish to be the dependent variable, and the rest of the variables as independent variables.
After running the regression in Excel, define the output in 200 words.
Also, predict the value of weight for row numbers 150 to 160.
Weight | Length1 | Length2 | Length3 | Height | Width |
242 | 23.2 | 25.4 | 30 | 11.52 | 4.02 |
290 | 24 | 26.3 | 31.2 | 12.48 | 4.3056 |
340 | 23.9 | 26.5 | 31.1 | 12.3778 | 4.6961 |
363 | 26.3 | 29 | 33.5 | 12.73 | 4.4555 |
430 | 26.5 | 29 | 34 | 12.444 | 5.134 |
450 | 26.8 | 29.7 | 34.7 | 13.6024 | 4.9274 |
500 | 26.8 | 29.7 | 34.5 | 14.1795 | 5.2785 |
390 | 27.6 | 30 | 35 | 12.67 | 4.69 |
450 | 27.6 | 30 | 35.1 | 14.0049 | 4.8438 |
500 | 28.5 | 30.7 | 36.2 | 14.2266 | 4.9594 |
475 | 28.4 | 31 | 36.2 | 14.2628 | 5.1042 |
500 | 28.7 | 31 | 36.2 | 14.3714 | 4.8146 |
500 | 29.1 | 31.5 | 36.4 | 13.7592 | 4.368 |
340 | 29.5 | 32 | 37.3 | 13.9129 | 5.0728 |
600 | 29.4 | 32 | 37.2 | 14.9544 | 5.1708 |
600 | 29.4 | 32 | 37.2 | 15.438 | 5.58 |
700 | 30.4 | 33 | 38.3 | 14.8604 | 5.2854 |
700 | 30.4 | 33 | 38.5 | 14.938 | 5.1975 |
610 | 30.9 | 33.5 | 38.6 | 15.633 | 5.1338 |
650 | 31 | 33.5 | 38.7 | 14.4738 | 5.7276 |
575 | 31.3 | 34 | 39.5 | 15.1285 | 5.5695 |
685 | 31.4 | 34 | 39.2 | 15.9936 | 5.3704 |
620 | 31.5 | 34.5 | 39.7 | 15.5227 | 5.2801 |
680 | 31.8 | 35 | 40.6 | 15.4686 | 6.1306 |
700 | 31.9 | 35 | 40.5 | 16.2405 | 5.589 |
725 | 31.8 | 35 | 40.9 | 16.36 | 6.0532 |
720 | 32 | 35 | 40.6 | 16.3618 | 6.09 |
714 | 32.7 | 36 | 41.5 | 16.517 | 5.8515 |
850 | 32.8 | 36 | 41.6 | 16.8896 | 6.1984 |
1000 | 33.5 | 37 | 42.6 | 18.957 | 6.603 |
920 | 35 | 38.5 | 44.1 | 18.0369 | 6.3063 |
955 | 35 | 38.5 | 44 | 18.084 | 6.292 |
925 | 36.2 | 39.5 | 45.3 | 18.7542 | 6.7497 |
975 | 37.4 | 41 | 45.9 | 18.6354 | 6.7473 |
950 | 38 | 41 | 46.5 | 17.6235 | 6.3705 |
40 | 12.9 | 14.1 | 16.2 | 4.1472 | 2.268 |
69 | 16.5 | 18.2 | 20.3 | 5.2983 | 2.8217 |
78 | 17.5 | 18.8 | 21.2 | 5.5756 | 2.9044 |
87 | 18.2 | 19.8 | 22.2 | 5.6166 | 3.1746 |
120 | 18.6 | 20 | 22.2 | 6.216 | 3.5742 |
0 | 19 | 20.5 | 22.8 | 6.4752 | 3.3516 |
110 | 19.1 | 20.8 | 23.1 | 6.1677 | 3.3957 |
120 | 19.4 | 21 | 23.7 | 6.1146 | 3.2943 |
150 | 20.4 | 22 | 24.7 | 5.8045 | 3.7544 |
145 | 20.5 | 22 | 24.3 | 6.6339 | 3.5478 |
160 | 20.5 | 22.5 | 25.3 | 7.0334 | 3.8203 |
140 | 21 | 22.5 | 25 | 6.55 | 3.325 |
160 | 21.1 | 22.5 | 25 | 6.4 | 3.8 |
169 | 22 | 24 | 27.2 | 7.5344 | 3.8352 |
161 | 22 | 23.4 | 26.7 | 6.9153 | 3.6312 |
200 | 22.1 | 23.5 | 26.8 | 7.3968 | 4.1272 |
180 | 23.6 | 25.2 | 27.9 | 7.0866 | 3.906 |
290 | 24 | 26 | 29.2 | 8.8768 | 4.4968 |
272 | 25 | 27 | 30.6 | 8.568 | 4.7736 |
390 | 29.5 | 31.7 | 35 | 9.485 | 5.355 |
270 | 23.6 | 26 | 28.7 | 8.3804 | 4.2476 |
270 | 24.1 | 26.5 | 29.3 | 8.1454 | 4.2485 |
306 | 25.6 | 28 | 30.8 | 8.778 | 4.6816 |
540 | 28.5 | 31 | 34 | 10.744 | 6.562 |
800 | 33.7 | 36.4 | 39.6 | 11.7612 | 6.5736 |
1000 | 37.3 | 40 | 43.5 | 12.354 | 6.525 |
55 | 13.5 | 14.7 | 16.5 | 6.8475 | 2.3265 |
60 | 14.3 | 15.5 | 17.4 | 6.5772 | 2.3142 |
90 | 16.3 | 17.7 | 19.8 | 7.4052 | 2.673 |
120 | 17.5 | 19 | 21.3 | 8.3922 | 2.9181 |
150 | 18.4 | 20 | 22.4 | 8.8928 | 3.2928 |
140 | 19 | 20.7 | 23.2 | 8.5376 | 3.2944 |
170 | 19 | 20.7 | 23.2 | 9.396 | 3.4104 |
145 | 19.8 | 21.5 | 24.1 | 9.7364 | 3.1571 |
200 | 21.2 | 23 | 25.8 | 10.3458 | 3.6636 |
273 | 23 | 25 | 28 | 11.088 | 4.144 |
300 | 24 | 26 | 29 | 11.368 | 4.234 |
5.9 | 7.5 | 8.4 | 8.8 | 2.112 | 1.408 |
32 | 12.5 | 13.7 | 14.7 | 3.528 | 1.9992 |
40 | 13.8 | 15 | 16 | 3.824 | 2.432 |
51.5 | 15 | 16.2 | 17.2 | 4.5924 | 2.6316 |
70 | 15.7 | 17.4 | 18.5 | 4.588 | 2.9415 |
100 | 16.2 | 18 | 19.2 | 5.2224 | 3.3216 |
78 | 16.8 | 18.7 | 19.4 | 5.1992 | 3.1234 |
80 | 17.2 | 19 | 20.2 | 5.6358 | 3.0502 |
85 | 17.8 | 19.6 | 20.8 | 5.1376 | 3.0368 |
85 | 18.2 | 20 | 21 | 5.082 | 2.772 |
110 | 19 | 21 | 22.5 | 5.6925 | 3.555 |
115 | 19 | 21 | 22.5 | 5.9175 | 3.3075 |
125 | 19 | 21 | 22.5 | 5.6925 | 3.6675 |
130 | 19.3 | 21.3 | 22.8 | 6.384 | 3.534 |
120 | 20 | 22 | 23.5 | 6.11 | 3.4075 |
120 | 20 | 22 | 23.5 | 5.64 | 3.525 |
130 | 20 | 22 | 23.5 | 6.11 | 3.525 |
135 | 20 | 22 | 23.5 | 5.875 | 3.525 |
110 | 20 | 22 | 23.5 | 5.5225 | 3.995 |
130 | 20.5 | 22.5 | 24 | 5.856 | 3.624 |
150 | 20.5 | 22.5 | 24 | 6.792 | 3.624 |
145 | 20.7 | 22.7 | 24.2 | 5.9532 | 3.63 |
150 | 21 | 23 | 24.5 | 5.2185 | 3.626 |
170 | 21.5 | 23.5 | 25 | 6.275 | 3.725 |
225 | 22 | 24 | 25.5 | 7.293 | 3.723 |
145 | 22 | 24 | 25.5 | 6.375 | 3.825 |
188 | 22.6 | 24.6 | 26.2 | 6.7334 | 4.1658 |
180 | 23 | 25 | 26.5 | 6.4395 | 3.6835 |
197 | 23.5 | 25.6 | 27 | 6.561 | 4.239 |
218 | 25 | 26.5 | 28 | 7.168 | 4.144 |
300 | 25.2 | 27.3 | 28.7 | 8.323 | 5.1373 |
260 | 25.4 | 27.5 | 28.9 | 7.1672 | 4.335 |
265 | 25.4 | 27.5 | 28.9 | 7.0516 | 4.335 |
250 | 25.4 | 27.5 | 28.9 | 7.2828 | 4.5662 |
250 | 25.9 | 28 | 29.4 | 7.8204 | 4.2042 |
300 | 26.9 | 28.7 | 30.1 | 7.5852 | 4.6354 |
320 | 27.8 | 30 | 31.6 | 7.6156 | 4.7716 |
514 | 30.5 | 32.8 | 34 | 10.03 | 6.018 |
556 | 32 | 34.5 | 36.5 | 10.2565 | 6.3875 |
840 | 32.5 | 35 | 37.3 | 11.4884 | 7.7957 |
685 | 34 | 36.5 | 39 | 10.881 | 6.864 |
700 | 34 | 36 | 38.3 | 10.6091 | 6.7408 |
700 | 34.5 | 37 | 39.4 | 10.835 | 6.2646 |
690 | 34.6 | 37 | 39.3 | 10.5717 | 6.3666 |
900 | 36.5 | 39 | 41.4 | 11.1366 | 7.4934 |
650 | 36.5 | 39 | 41.4 | 11.1366 | 6.003 |
820 | 36.6 | 39 | 41.3 | 12.4313 | 7.3514 |
850 | 36.9 | 40 | 42.3 | 11.9286 | 7.1064 |
900 | 37 | 40 | 42.5 | 11.73 | 7.225 |
1015 | 37 | 40 | 42.4 | 12.3808 | 7.4624 |
820 | 37.1 | 40 | 42.5 | 11.135 | 6.63 |
1100 | 39 | 42 | 44.6 | 12.8002 | 6.8684 |
1000 | 39.8 | 43 | 45.2 | 11.9328 | 7.2772 |
1100 | 40.1 | 43 | 45.5 | 12.5125 | 7.4165 |
1000 | 40.2 | 43.5 | 46 | 12.604 | 8.142 |
1000 | 41.1 | 44 | 46.6 | 12.4888 | 7.5958 |
200 | 30 | 32.3 | 34.8 | 5.568 | 3.3756 |
300 | 31.7 | 34 | 37.8 | 5.7078 | 4.158 |
300 | 32.7 | 35 | 38.8 | 5.9364 | 4.3844 |
300 | 34.8 | 37.3 | 39.8 | 6.2884 | 4.0198 |
430 | 35.5 | 38 | 40.5 | 7.29 | 4.5765 |
345 | 36 | 38.5 | 41 | 6.396 | 3.977 |
456 | 40 | 42.5 | 45.5 | 7.28 | 4.3225 |
510 | 40 | 42.5 | 45.5 | 6.825 | 4.459 |
540 | 40.1 | 43 | 45.8 | 7.786 | 5.1296 |
500 | 42 | 45 | 48 | 6.96 | 4.896 |
567 | 43.2 | 46 | 48.7 | 7.792 | 4.87 |
770 | 44.8 | 48 | 51.2 | 7.68 | 5.376 |
950 | 48.3 | 51.7 | 55.1 | 8.9262 | 6.1712 |
1250 | 52 | 56 | 59.7 | 10.6863 | 6.9849 |
1600 | 56 | 60 | 64 | 9.6 | 6.144 |
1550 | 56 | 60 | 64 | 9.6 | 6.144 |
1650 | 59 | 63.4 | 68 | 10.812 | 7.48 |
6.7 | 9.3 | 9.8 | 10.8 | 1.7388 | 1.0476 |
7.5 | 10 | 10.5 | 11.6 | 1.972 | 1.16 |
7 | 10.1 | 10.6 | 11.6 | 1.7284 | 1.1484 |
10.4 | 11 | 12 | 2.196 | 1.38 | |
10.7 | 11.2 | 12.4 | 2.0832 | 1.2772 | |
10.8 | 11.3 | 12.6 | 1.9782 | 1.2852 | |
11.3 | 11.8 | 13.1 | 2.2139 | 1.2838 | |
11.3 | 11.8 | 13.1 | 2.2139 | 1.1659 | |
11.4 | 12 | 13.2 | 2.2044 | 1.1484 | |
11.5 | 12.2 | 13.4 | 2.0904 | 1.3936 | |
11.7 | 12.4 | 13.5 | 2.43 | 1.269 | |
12.1 | 13 | 13.8 | 2.277 | 1.2558 | |
13.2 | 14.3 | 15.2 | 2.8728 | 2.0672 | |
13.8 | 15 | 16.2 | 2.9322 | 1.8792 |
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