State StateSpend LocalSpend Spending GrossStateProd StateGrowth Population LSpending LPopulation Predicted Value of Spending Residual Alabama 5.3 7.9 13.2 198.3 1.4 4.8 2.58021683 1.568615918 14.21 -1.01 Alaska 1.6 2.2 3.8 59.9 -0.5 0.7 1.335001067 -0.356674944 1.92 1.88 Arizona 4.7 10 14.7 286.9 1.6 6.7 2.687847494 1.902107526 19.91 -5.21 Arkansas 3.6 5.7 9.3 128.9 2.3 3 2.2300144 1.098612289 8.82 0.48 California 33.8 76.2 110.1 2275.7 2.1 38.7 4.701389044 3.6558396 115.85 -5.75 Colorado 5.5 8.9 14.4 308 3.2 5.3 2.667228207 1.667706821 15.71 -1.31 Connecticut 3.3 8.7 12.1 256 1.5 3.6 2.493205453 1.280933845 10.61 1.49 Delaware 1.7 1.9 3.5 64.7 1.8 0.9 1.252762968 -0.105360516 2.52 0.98 Florida 10.5 31.5 42 829.3 2.2 19.8 3.737669618 2.985681938 59.19 -17.19 Georgia 8.6 17.6 26.2 469.8 2 10.1 3.265759411 2.312535424 30.1 -3.9 Hawaii 3.8 0.1 3.9 77.8 2 1.4 1.360976553 0.336472237 4.02 -0.12 Idaho 1.1 2.2 3.3 65.6 3.4 1.6 1.193922468 0.470003629 4.62 -1.32 Illinois 8.8 29.6 38.3 739.1 1.4 12.9 3.645449896 2.557227311 38.5 -0.2 Indiana 8 10.8 18.7 327.1 2.1 6.6 2.928523524 1.887069649 19.61 -0.91 Iowa 3.2 7.1 10.3 173.5 2.6 3.1 2.332143895 1.131402111 9.12 1.18 Kansas 2.9 6.5 9.4 148.9 2 2.9 2.240709689 1.064710737 8.52 0.88 Kentucky 5.5 6.5 12 188.8 1.8 4.4 2.48490665 1.481604541 13.01 -1.01 Louisiana 4.9 8.1 13 257.9 1.7 4.6 2.564949357 1.526056303 13.61 -0.61 Maine 1 1.8 2.8 56.3 1.4 1.3 1.029619417 0.262364264 3.72 -0.92 Maryland 6 14.3 20.3 350 0.9 6 3.010620886 1.791759469 17.81 2.49 Massachusetts 6.5 13.8 20.2 460.3 1.9 6.7 3.005682604 1.902107526 19.91 0.29 Michigan 10.9 25.2 36.1 447.4 2.1 9.9 3.586292865 2.292534757 29.5 6.6 Minnesota 5.5 10.7 16.2 324.3 2.6 5.5 2.785011242 1.704748092 16.31 -0.11 Mississippi 2.6 5.3 7.8 108.6 1.8 3 2.054123734 1.098612289 8.82 -1.02 Missouri 4.8 10.9 15.8 283.8 1.4 6.1 2.76000994 1.808288771 18.11 -2.31 Montana 0.9 1.8 2.7 45.7 2.7 1 0.993251773 0 2.82 -0.12 Nebraska 2 4.2 6.1 115.1 2.7 1.9 1.808288771 0.641853886 5.52 0.58 Nevada 1.6 4.3 5.8 135.5 1.5 2.8 1.757857918 1.029619417 8.22 -2.42 New Hampshire 1.2 2.9 4.1 69.7 1.5 1.3 1.410986974 0.262364264 3.72 0.38 New Jersey 9.4 26.3 35.7 558.1 1.6 8.9 3.575150689 2.186051277 26.51 9.19 New Mexico 2.5 4.5 7 95.2 1.8 2.1 1.945910149 0.741937345 6.12 0.88 New York 13.2 61.3 74.6 1344.2 1.4 19.7 4.312140507 2.980618636 58.89 15.71 North Carolina 9.7 19.7 29.5 488.6 2.3 9.9 3.384390263 2.292534757 29.5 0 North Dakota 1.2 1.5 2.7 62 7.1 0.7 0.993251773 -0.356674944 1.92 0.78 Ohio 8.7 23.7 32.4 582.1 2 11.6 3.478158423 2.451005098 34.6 -2.2 Oklahoma 4.1 5.8 10 191 3.4 3.9 2.302585093 1.360976553 11.51 -1.51 Oregon 3.5 7.7 11.3 228 2.5 4 2.424802726 1.386294361 11.81 -0.51 Pennsylvania 10.8 26.9 37.7 661.6 1.3 12.8 3.629660094 2.549445171 38.2 -0.5 Rhode Island 1.1 2.2 3.3 54.8 1.8 1.1 1.193922468 0.09531018 3.12 0.18 South Carolina 5.1 5.9 11 189.1 1.6 4.8 2.397895273 1.568615918 14.21 -3.21 South Dakota 0.6 1.4 2.1 49.2 2.8 0.9 0.741937345 -0.105360516 2.52 -0.42 Tennessee 5.6 9.4 14.9 295.3 1.4 6.5 2.701361213 1.871802177 19.31 -4.41 Texas 23.6 66.9 90.5 1594 3.1 26.8 4.505349851 3.288401888 80.17 10.33 Utah 4.5 4.5 9 147.1 3.2 2.9 2.197224577 1.064710737 8.52 0.48 Vermont 0.9 1.5 2.5 30.5 2 0.6 0.916290732 -0.510825624 1.62 0.88 Virginia 8.9 15.2 24 462.4 1 8.3 3.17805383 2.116255515 24.71 -0.71 Washington 8.1 12.4 20.5 423.5 2.5 7 3.020424886 1.945910149 20.81 -0.31 West Virginia 2.4 3.5 6 77.6 4 1.9 1.791759469 0.641853886 5.52 0.48 Wisconsin 6.1 13.2 19.3 292.2 1.9 5.8 2.960105096 1.757857918 17.21 2.09 Wyoming 0.6 1.9 2.6 48.4 5.6 0.6 0.955511445 -0.510825624 1.62 0.98