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The following data reflect information from 17 U.S. Naval hospitals at various sites around the world. The regressors are workload variables, that is, items
The following data reflect information from 17 U.S. Naval hospitals at various sites around the world. The regressors are workload variables, that is, items that result in the need for personnel in a hospital. A brief description of the variables is as follows: y monthly labor-hours, = x1 average daily patient load, = x2 monthly X-ray exposures, x3 = monthly occupied bed-days, x4 = eligible population in the area/1000, x5 = average length of patient's stay, in days. Site 1 x2 23 24 25 y 1 15.57 2463 472.92 18.0 4.45 566.52 2 44.02 2048 1339.75 9.5 6.92 696.82 3 20.42 3940 620.25 12.8 4.28 1033.15 4 18.74 6505 568.33 36.7 3.90 1003.62 5 49.20 5723 1497.60 35.7 5.50 1611.37 6 44.92 11,520 1365.83 24.0 4.60 1613.27 7 55.48 5779 1687.00 43.3 5.62 1854.17 8 59.28 9 94.39 8461 10 128.02 20,106 11 96.00 13,313 12 131.42 10,771 13 127.21 15,543 5969 1639.92 46.7 2872.33 78.7 6.18 5.15 2160.55 2305.58 3655.08 180.5 6.15 3503.93 2912.00 60.9 5.88 3571.59 3921.00 103.7 4.88 3741.40 3865.67 126.8 5.50 4026.52 14 252.90 36,194 15 409.20 34,703 12,446.33 169.4 10.75 11,732.17 16 463.70 39,204 14,098.40 331.4 7.05 15,414.94 17 510.22 86,533 15,524.00 371.6 6.35 18,854.45 7684.10 157.7 7.00 10,343.81 The goal here is to produce an empirical equation that will estimate (or predict) personnel needs for Naval hospitals. Estimate the multiple linear regression equation and interpret all the results from the MINITAR.
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