This file contains the data used in Hodges JS, "Some algebra and geometry for hierarchical models, applied to diagnostics". In addition to the data used in that manuscript, it contains other data items. The file consists of two matrices with column labels. The first matrix describes plans. The information for each plan is: the state, a two- character code that identifies plans within state, the total premium for an individual, the total premium for a family, the total enrollment of federal employees as individuals, and the total enrollment of federal employees as families. The second matrix describes states. The information for each state is: its two-letter abbreviation, the state average expenses per admission (from American Medical Association 1991 Annual Survey of Hospitals), population (1990 Census), and the region (from the Marion Merrill Dow Managed Care Digest 1991). The Hodges manuscript used these variables: Plan level: individual premium, individual enrollment. State level: expenses per admission, region. Plan-level data state plan premium enrollment identifier individual family individual family AL AA 235.82 470.41 93 321 AL DF 167.64 429.11 824 1508 AL NJ 169.72 410.74 483 789 AL NL 180.52 424.32 174 338 AL NS 164.48 416.91 285 438 AL NY 179.60 422.05 421 785 AL PY 186.16 521.32 213 54 AZ 16 152.64 435.07 1950 2727 AZ A3 151.08 422.50 1388 2453 AZ A7 129.12 374.48 1639 4018 AZ B1 164.28 437.08 598 644 AZ DY 154.04 440.31 539 455 AZ TD 138.96 389.12 289 785 CA 59 170.64 396.36 36312 52362 CA 61 208.35 512.72 630 669 CA 62 180.12 445.58 26774 38149 CA 66 163.88 466.57 3193 2179 CA BE 171.60 466.31 929 1155 CA BG 149.60 415.50 472 775 CA BU 175.32 412.56 1053 1070 CA C4 177.28 463.10 30 10 CA C6 189.30 463.15 3391 3802 CA CC 174.32 411.99 1556 2612 CA CD 175.04 444.04 761 1258 CA CF 177.60 420.96 1072 2844 CA CL 176.00 416.30 68 68 CA CM 141.24 366.88 404 456 CA CQ 152.20 394.44 1415 2278 CA CW 200.24 500.65 425 450 CA CX 151.52 393.56 371 520 CA CY 183.64 475.52 5564 4585 CA HN 162.88 426.47 421 775 CA LB 163.36 416.33 5205 7752 CA LC 163.48 418.54 1285 1635 CA M5 149.84 382.16 1966 3352 CA MN 161.56 400.92 58 244 CA NI 154.96 416.87 83 48 CA RC 173.12 433.23 214 719 CA RG 181.00 483.28 226 220 CA SJ 170.28 422.54 224 117 CA SK 238.42 586.52 341 235 CO 65 144.56 367.20 4454 6674 CO 88 184.72 431.99 297 924 CO D6 163.44 418.97 5468 8403 CO D6 137.00 353.56 618 1461 CO DD 158.88 397.28 1100 2942 CO L2 159.20 407.03 489 701 CO MT 164.12 429.89 76 186 CT 71 228.24 546.95 702 605 CT DM 181.00 441.68 360 685 CT DP 224.12 555.25 1274 1519 CT H1 209.06 557.03 1313 771 DC 50 211.27 504.94 9958 7575 DC 50 131.80 332.52 4860 4921 DC E3 154.20 412.30 18348 23567 DC E5 204.79 443.04 8199 4810 DC E5 153.84 330.00 1498 482 DC HD 158.96 410.24 985 337 DE MR 180.12 474.35 84 78 DE NK 202.56 555.40 292 319 DE SP 208.82 541.00 385 502 FL C2 172.20 464.88 421 633 FL D5 168.52 403.08 201 207 FL D7 146.04 383.56 123 74 FL E8 146.64 395.96 436 652 FL EA 149.72 399.88 161 511 FL EC 146.20 401.96 852 1980 FL EE 130.08 371.72 1194 2737 FL EH 134.80 377.52 271 698 FL EJ 171.84 474.78 324 180 FL EM 209.47 576.10 559 447 FL EN 198.51 548.88 266 168 FL FH 148.20 415.05 209 349 FL FN 153.04 408.66 35 130 FL FQ 135.76 350.36 63 222 FL FR 171.00 460.11 254 399 FL GP 182.44 501.69 136 197 FL H5 173.24 476.47 189 238 FL HE 154.88 433.53 74 67 FL HW 169.88 467.22 388 221 FL JF 165.72 455.72 142 214 FL JH 137.88 394.00 763 1735 FL K7 196.52 554.86 181 154 FL P5 125.16 350.36 263 698 FL P7 149.88 419.64 166 326 FL PJ 144.64 376.08 30 85 GA CR 194.11 492.14 599 519 GA EZ 144.52 416.22 1094 1807 GA F3 179.48 448.74 851 936 GA F8 160.00 437.36 3318 4869 GU 28 120.76 360.40 130 469 GU JK 147.20 436.71 653 1968 GU ZA 153.32 412.45 357 1011 GU ZA 112.44 315.48 20 69 HI 63 187.79 435.67 3944 5443 HI 63 148.16 330.40 147 98 HI 87 155.72 412.73 10161 15188 HI F6 166.76 467.91 482 543 HI F9 172.64 413.79 116 99 IA 56 182.12 548.60 217 176 IA GS 180.80 406.86 311 805 ID GM 180.92 430.71 286 450 IL 17 155.88 437.45 1273 1409 IL 75 129.96 363.88 3411 5503 IL 76 183.92 478.16 138 169 IL AC 148.84 416.74 66 79 IL EU 157.48 440.92 155 447 IL FJ 149.64 419.64 3066 3535 IL FP 176.72 397.56 817 2322 IL FV 133.72 371.00 254 447 IL FX 169.96 408.59 733 1424 IL FY 178.28 454.57 393 950 IL GE 150.08 401.96 279 622 IL GQ 182.92 475.56 192 234 IL JL 201.15 545.44 149 153 IL LF 179.28 462.19 526 776 IL LG 225.25 607.30 571 426 IL LH 137.24 352.12 129 379 IN G2 180.32 468.78 82 208 IN GH 175.64 491.77 1120 1013 IN GK 132.80 381.84 1700 1648 IN H3 163.44 444.93 93 304 IN IN 142.76 418.10 92 470 IN MC 179.48 459.38 49 150 KS HA 149.16 410.19 1251 2561 KS HM 159.84 431.84 371 1189 KY 18 146.00 414.61 588 1065 KY D2 146.84 418.49 1414 3133 KY DU 160.60 431.60 581 1113 KY HR 127.80 355.32 446 1044 LA JA 166.12 422.98 436 667 LA LY 158.68 430.37 24 67 LA NG 161.84 452.16 22 17 LA RP 161.04 434.79 560 1253 LA RY 166.88 450.62 92 339 LA S6 154.52 417.19 55 176 LA S8 176.20 451.10 51 96 MA 68 184.56 500.35 4384 2685 MA DJ 198.06 437.65 399 1260 MA J1 189.04 490.82 262 323 MA JU 212.83 595.88 814 832 MA JV 146.12 381.16 694 1523 MA K1 203.34 447.33 282 543 MA KW 242.45 654.64 2128 1834 MA NE 202.19 539.33 2098 1983 MD 67 160.44 433.20 4125 3611 MD BL 147.72 396.80 700 1473 MD DS 203.13 497.73 216 164 MD E7 145.28 395.32 644 903 MD JB 143.36 372.36 3059 4096 MD JM 174.84 454.61 1007 589 MD JN 183.52 431.28 9192 14611 MD JN 128.64 302.36 1555 1408 MD JP 151.68 428.52 8964 11718 MD JQ 161.28 427.44 2585 4077 MD JW 167.72 394.16 679 1486 MD JW 117.68 276.56 176 188 MD LD 170.68 461.15 2576 1625 ME CU 237.14 585.98 117 167 ME MY 215.82 509.41 57 100 MI 52 158.20 411.39 2332 3859 MI BA 142.68 387.76 164 531 MI BQ 147.00 406.88 77 202 MI EG 185.64 464.19 259 427 MI FE 163.88 440.22 87 167 MI G7 184.72 469.24 58 190 MI K3 169.08 422.74 272 517 MI K5 160.60 401.56 166 466 MI K6 162.76 431.34 1195 2495 MI KA 169.44 418.17 570 981 MI KF 162.08 449.54 375 594 MI KN 160.36 481.04 133 174 MI KR 130.12 378.04 145 352 MI KZ 189.97 493.50 355 283 MI LN 191.19 459.49 411 543 MI LX 133.36 444.28 971 620 MI N2 160.80 397.52 48 71 MI RL 150.92 419.81 9 22 MN 11 128.20 361.08 1282 2299 MN 53 136.08 392.20 2656 5808 MN 53 104.16 300.16 328 261 MN DR 156.84 426.08 2469 3322 MO 12 199.16 433.68 800 1218 MO H8 191.99 441.57 858 1973 MO M4 183.52 458.90 1533 2541 MO MM 175.64 439.08 1472 1991 MO MS 162.16 434.70 1665 2025 MO MS 150.92 406.21 55 204 MO N3 161.60 437.93 336 691 MO RN 173.36 428.85 274 362 NC Q4 132.80 371.88 138 399 NC Q5 161.12 423.65 276 484 NC QT 148.40 382.00 989 2191 NC RQ 176.68 450.54 112 171 ND RU 134.00 370.52 10 17 NE GU 150.28 405.86 419 1031 NE NF 177.24 416.54 255 565 NH NX 183.48 489.93 544 887 NJ E4 228.58 594.30 323 305 NJ GD 186.51 494.09 57 118 NJ P3 222.91 591.67 7155 6493 NJ P3 191.23 502.69 324 598 NJ P4 217.47 559.30 1091 1616 NJ P9 196.82 501.32 1386 2755 NM P2 150.64 389.92 688 1377 NM PX 145.44 380.76 478 1132 NM Q1 143.20 372.40 2578 5281 NV NM 165.60 389.20 842 1286 NV TL 138.60 388.04 39 77 NY 15 206.74 541.15 155 34 NY 51 175.36 440.20 7287 10110 NY 80 168.24 437.45 27911 23908 NY AH 201.28 503.51 96 80 NY C1 185.68 491.94 117 217 NY CE 184.44 466.66 114 271 NY EB 187.16 477.45 214 663 NY F4 160.12 416.48 33 125 NY GA 138.80 358.36 277 535 NY GC 186.51 473.07 82 70 NY GV 140.08 355.12 465 1579 NY HK 157.48 425.14 794 1895 NY HU 163.04 444.43 123 250 NY J6 187.74 490.77 221 383 NY J7 163.56 445.40 701 2718 NY JC 172.36 430.39 3758 7934 NY M9 135.20 349.08 292 1459 NY MK 138.76 354.56 303 782 NY MX 192.18 491.44 120 106 NY PD 211.42 555.69 124 66 NY PW 163.80 422.74 1143 2853 NY Q8 138.04 371.44 459 1098 NY QA 120.48 337.16 582 2058 NY QB 171.44 450.17 304 447 NY QE 172.12 447.70 246 666 NY QH 188.15 415.83 198 354 NY S1 167.84 438.90 80 262 NY S2 158.84 417.91 180 223 NY S7 158.80 417.63 704 536 NY SG 173.36 463.75 717 1106 NY SH 167.64 424.19 71 260 OH 64 186.72 436.97 1810 2838 OH AY 166.68 431.90 584 1075 OH EV 168.44 471.53 194 113 OH L4 157.20 402.12 940 1251 OH MD 141.04 371.16 84 320 OH MG 152.24 392.00 428 1180 OH OH 164.60 421.07 105 49 OH PL 182.16 452.68 50 125 OH R4 172.32 430.80 952 1711 OH R5 179.00 460.72 2218 2346 OH R8 174.64 427.79 1264 2967 OH RD 183.96 470.23 258 823 OH RF 157.04 421.55 92 179 OH RH 182.80 470.36 3506 4699 OH SQ 176.88 443.13 465 194 OH U4 175.36 438.01 81 292 OK N1 136.24 356.48 306 835 OK N5 176.00 439.66 901 2271 OK PE 163.56 415.50 977 2241 OK RR 153.68 375.96 1485 2128 OK RS 164.96 445.36 175 393 OK RT 163.20 435.33 102 293 OK RX 216.34 497.51 55 112 OR 57 178.76 427.68 4703 7017 OR 57 156.48 397.64 891 1784 OR AF 134.80 353.08 381 577 OR SD 142.48 352.84 510 907 OR SS 165.36 391.52 521 851 PA 24 168.36 462.61 406 680 PA 26 142.60 399.32 1960 4254 PA 27 174.52 456.41 953 1445 PA C8 139.96 359.92 314 1012 PA CT 161.88 394.32 183 360 PA ED 171.60 453.70 5338 8841 PA EF 148.16 435.89 208 534 PA HG 147.00 387.64 69 304 PA KJ 172.12 418.77 96 266 PA KL 158.80 423.50 717 1356 PA KL 141.00 373.00 7 35 PA N9 102.04 325.92 1415 3654 PA NQ 140.24 382.92 119 318 PA S4 153.04 377.36 177 388 PA ST 152.96 417.34 42 96 PA SU 175.92 455.28 9849 15129 PA SU 142.32 367.28 228 401 PA SW 146.92 383.24 1449 2882 PR 89 138.04 306.60 4247 15505 RI 70 153.40 369.92 1589 2414 RI DA 181.36 435.26 584 839 SC M3 176.28 440.72 318 590 SC SE 184.88 499.11 264 699 SC TA 170.60 408.40 273 397 TN HT 143.76 438.12 130 416 TN SR 181.32 456.95 450 530 TN UA 157.00 442.76 321 719 TN UB 132.60 404.52 779 1552 TX CK 216.02 464.73 139 478 TX GF 143.60 402.08 1350 1680 TX SC 241.52 519.03 408 1228 TX T5 166.56 431.25 275 442 TX TS 172.96 484.58 173 111 TX TW 165.84 454.44 1556 2382 TX TX 134.00 404.71 653 2497 TX UF 179.36 466.96 2197 3491 TX UK 164.92 439.44 1615 3960 TX UM 184.88 480.72 681 1274 TX UN 148.24 399.88 1487 2084 TX UP 134.96 392.44 1628 3519 TX UR 150.20 385.92 4004 8712 TX V2 173.40 436.22 1044 3063 UT KU 141.96 399.76 1544 2695 UT UT 190.15 408.79 245 941 VA V5 187.74 403.08 1973 4293 VA V6 128.52 368.88 255 521 VA V7 151.12 429.24 377 423 VA V8 139.56 362.32 4436 3814 VA V9 220.05 482.24 929 1970 VA V9 103.56 393.72 1021 1696 VA W2 181.00 486.68 669 697 VA W3 176.56 474.74 731 1191 VA X8 162.76 454.05 486 468 VA X9 184.48 516.27 479 160 WA 54 221.93 532.76 8663 10966 WA 54 162.64 376.44 1170 4451 WA TM 155.64 407.70 1322 2326 WA VR 166.92 425.77 1103 2494 WA VT 281.88 601.25 882 1027 WA VT 167.64 357.76 1107 1598 WA WB 142.04 382.92 567 617 WI 29 161.68 420.46 113 176 WI 69 171.56 444.54 1355 2319 WI CV 145.52 430.17 105 397 WI W4 178.64 476.97 214 690 WI WC 145.12 388.12 95 172 WI WD 142.36 384.28 770 1724 WI WG 141.12 364.12 47 88 WI WH 156.12 405.08 657 1264 WI WJ 140.36 374.80 389 611 WI WK 166.00 414.96 382 420 WI WT 188.52 487.28 71 186 WI X1 175.24 460.33 328 893 State-level data State expenses per population region regions: admission (000) MA = middle Atlantic AL 4455 4041 SC MT = mountain AZ 5212 3665 MT NC = north central CA 6169 29760 PA NE = New England CO 5449 3294 MT PA = Pacific CT 6696 3287 NE SA = south Atlantic DC 7743 607 SA SC = south central DE 5748 666 SA FL 5831 12938 SA GA 4677 6478 SA GU 2011 133 PA HI 6553 1108 PA IA 4527 2777 NC ID 4026 1007 MT IL 5570 11431 NC IN 4879 5544 NC KS 4548 2478 NC KY 4216 3685 SC LA 5044 4220 SC MA 6086 6016 NE MD 4835 4781 SA ME 4867 1228 NE MI 5750 9295 NC MN 5035 4375 NC MO 5429 5117 NC NC 4759 6629 SA ND 4898 639 NC NE 5214 1578 NC NH 4995 1109 NE NJ 5136 7730 MA NM 4583 1515 MT NV 5883 1202 MT NY 6823 17990 MA OH 5133 10847 NC OK 4547 3146 SC OR 4787 2842 PA PA 5490 11882 MA PR 1942 3522 SA RI 5063 1003 NE SC 4868 3487 SA TN 4859 4877 SC TX 5179 16987 SC UT 4688 1723 MT VA 4875 6187 SA WA 5035 4867 PA WI 4450 4892 NC