Raw counts and weighting factors for analysis of association between math and English for grades 9, 10, 11 and 12, drawn from High School and Beyond. Raw Counts, Grade 9 Math English None 327 39 2 5 385 26 Remedial 74 147 1 26 829 59 Busi/Voc 169 353 5 34 3550 155 Lower Coll 43 169 1 37 1945 122 Reg Coll 98 205 1 67 5266 464 Elite Coll 20 59 0 5 846 160 Weighting Factors, Grade 9 Math None 271.47647 205.85944 303.45350 170.96760 255.44786 167.50185 Remedial 240.59799 211.21105 493.30400 250.65831 247.35024 233.37249 Busi/Voc 231.00638 249.57939 300.70680 253.17753 249.67970 212.38312 Lower Coll 236.78156 241.09299 410.78800 236.86038 239.50044 270.42918 Reg Coll 257.57897 236.25535 82.63300 235.00252 228.89374 219.31044 Elite Coll 183.92460 242.56671 0 163.45100 212.55243 252.76176 Raw Counts, Grade 10 Math English None 216 89 3 231 1570 104 Remedial 62 51 4 124 526 50 Busi/Voc 170 114 23 395 2453 165 Lower Coll 27 33 2 131 882 78 Reg Coll 138 105 6 427 5074 594 Elite Coll 38 30 0 115 1393 249 Weighting Factors, Grade 10 Math None 267.44968 231.36460 270.93833 283.93590 257.91023 240.68203 Remedial 181.48519 173.07694 82.06150 304.10755 250.06385 212.59826 Busi/Voc 246.74034 227.39433 285.44070 280.59526 253.77046 285.40647 Lower Coll 272.46985 227.99606 518.56200 226.53672 259.90341 251.88872 Reg Coll 228.91979 235.32981 281.86017 253.25215 213.80299 250.14316 Elite Coll 234.23655 238.25420 0 244.86974 214.62127 245.52215 Raw Counts, Grade 11 Math English None 767 166 55 494 2883 234 Remedial 82 64 23 141 659 54 Busi/Voc 124 81 53 244 1533 128 Lower Coll 53 44 8 198 807 90 Reg Coll 186 102 21 337 3013 503 Elite Coll 64 56 4 111 971 289 Weighting Factors, Grade 11 Math None 260.04269 263.78878 270.42453 251.74326 247.54993 268.82794 Remedial 214.20885 218.45402 218.75835 278.24438 257.37348 223.98219 Busi/Voc 302.61498 249.85907 254.25604 231.41244 247.26079 279.61721 Lower Coll 202.11658 210.72902 205.53413 247.01935 237.57092 227.38757 Reg Coll 184.17195 149.21246 243.19129 249.55647 214.32237 222.25598 Elite Coll 212.37064 110.58177 370.86650 227.67211 188.66620 194.61422 Raw Counts, Grade 12 Math English None 1853 211 134 955 2962 577 Remedial 144 60 23 204 467 70 Busi/Voc 365 74 72 320 995 230 Lower Coll 74 15 10 82 271 47 Reg Coll 174 80 30 370 1371 451 Elite Coll 93 41 9 159 695 423 Weighting Factors, Grade 12 Math None 284.59222 233.88689 264.49875 253.95004 235.55843 237.09888 Remedial 260.93076 224.72212 228.53609 227.79918 230.84631 204.84766 Busi/Voc 278.66424 235.80961 245.85276 232.52827 234.95045 229.71547 Lower Coll 256.75188 195.35560 268.62550 250.55540 253.48660 261.43423 Reg Coll 218.65829 164.04172 196.76187 231.77081 202.06318 203.81895 Elite Coll 228.39660 117.86361 224.03867 240.33118 191.18141 199.14617 Note 1: Weighting factors are mean of the weights of students in the cell. In the log-linear and log-multiplicative models weights are used by taking the natural log of the inverse of the mean weight in the cell. For cells with zero students, the mean weight (sum of the weights/total number of students=0/0) is undefined. If the mean weight is set at zero the inverse of the mean weight is 1/0 which is still undefined. Thus, for zero cells, the inverse of the mean weight is defined as 1, which makes the natural log of the mean weight equal zero. Zeros have been entered above as placeholders only. Note 2: Column and Row categories are in the exact same order.