# Part of the 1988 NELS (National Educational Longitudinal Study) data. # # Obtained from: http://gifi.stat.ucla.edu/sagebook/ # # Read into R using: Z <- read.table("NELS88.dat", sep=",", header=TRUE) # # # Variable coding: # # SEX # Label Code # Male.......................... 1 # Female........................ 2 # # Race # Label Code # Asian or Pacific Islander..... 1 # Hispanic, regardless of race.. 2 # Black, not of Hispanic origin. 3 # White, not of Hispanic origin. 4 # American Indian or Alaskan # Native........................ 5 # # TIME SPENT ON MATH HOMEWORK EACH WEEK # Label Code # None.......................... 0 # Less than 1 hour.............. 1 # 1 hour........................ 2 # 2 hours....................... 3 # 3 hours....................... 4 # 4-6 hours..................... 5 # 7-9 hours..................... 6 # 10 or more.................... 7 # # SCHOOL CONTROL # Label Code # Public school................. 1 # Catholic school............... 2 # Private, Other Religious # Affiliation................... 3 # Private, No Religious # Affiliation................... 4 # # PARENTS' HIGHEST EDUCATION LEVEL # Label Code # Did not finish H.S............ 1 # H.S. grad or GED.............. 2 # GT H.S. & LT 4yr degree....... 3 # College graduate.............. 4 # M.A. or equivalent............ 5 # Ph.D., M.D., other............ 6 # # CLASSROOM ENVIRONMENT IS STRUCTURED # Label Code # Not at all accurate........... 1 # 2 # 3 # 4 # Very much accurate ........... 5 # # TOTAL SCHOOL ENROLLMENT COMPOSITE # Label Code # 1-199 students................ 1 # 200-399 ...................... 2 # 400-599 ...................... 3 # 600-799 ...................... 4 # 800-999 ...................... 5 # 1000-1199 .................... 6 # 1200+ ........................ 7 # # # Variable names # schoolid schoolid # studentid studentid # sex sex # race race # mathhw time spent on math homework # schooltype schooltype # ses ses # parented parents education # math math score # class class structure # size school size # urban urbanicity # geo geographic region # pminor percent minority # strat student-teacher ratio # schoolid,studentid,sex,race,mathhw,schooltype,ses,parented,math,class,size,urban,geo,pminor,strat 1249,2,1,4,1,2,-0.49,3,49.13,4,2,1,1,0,21 1249,15,1,4,2,2,-0.34,3,53.70,4,2,1,1,0,21 1249,16,2,4,2,2,-0.82,3,49.06,4,2,1,1,0,21 1249,22,2,4,1,2,-0.09,2,51.41,4,2,1,1,0,21 1249,32,2,4,1,2,-0.16,3,47.81,4,2,1,1,0,21 1249,39,1,4,3,2,-0.22,3,53.92,4,2,1,1,0,21 1249,44,2,4,1,2,-0.29,2,61.94,4,2,1,1,0,21 1249,47,2,4,7,2,-0.27,2,56.13,4,2,1,1,0,21 1249,51,1,4,1,2,0.61,4,70.04,4,2,1,1,0,21 1249,53,1,4,2,2,-0.56,3,54.95,4,2,1,1,0,21 1249,66,2,4,3,2,-0.56,3,59.51,4,2,1,1,0,21 1249,68,1,4,1,2,-0.04,3,59.51,4,2,1,1,0,21 1249,70,1,4,1,2,0.23,4,47.88,4,2,1,1,0,21 1249,72,1,4,1,2,0.12,3,47.95,4,2,1,1,0,21 1249,74,1,4,1,2,0.15,3,64.30,4,2,1,1,0,21 1249,81,1,4,1,2,0.11,3,47.81,4,2,1,1,0,21 1249,83,2,4,1,2,-0.48,2,50.61,4,2,1,1,0,21 1249,85,2,4,4,2,0.13,2,46.70,4,2,1,1,0,21 1249,86,2,4,2,2,-1.49,2,63.12,4,2,1,1,0,21 1249,90,2,4,1,2,-0.15,3,56.27,4,2,1,1,0,21 1249,92,2,4,2,2,-0.27,3,56.27,4,2,1,1,0,21 1249,97,1,4,1,2,-0.79,1,36.03,4,2,1,1,0,21 1249,98,2,4,4,2,-0.30,2,36.17,4,2,1,1,0,21 1249,99,1,4,4,2,-0.69,3,50.46,4,2,1,1,0,21 1755,7,2,4,1,2,0.94,6,43.09,4,1,1,1,2,16 1755,17,2,3,4,2,0.78,4,53.92,4,1,1,1,2,16 1755,21,2,1,2,2,0.81,4,38.68,4,1,1,1,2,16 1755,28,2,4,2,2,0.02,3,57.16,4,1,1,1,2,16 1755,44,1,2,1,2,0.11,3,51.34,4,1,1,1,2,16 1755,50,2,4,1,2,0.01,3,43.17,4,1,1,1,2,16 1755,51,2,3,1,2,0.23,3,42.80,4,1,1,1,2,16 1755,58,1,4,1,2,-0.02,3,42.21,4,1,1,1,2,16 1755,60,2,5,1,2,0.23,4,35.07,4,1,1,1,2,16 1755,68,2,3,3,2,-1.24,2,39.63,4,1,1,1,2,16 1755,81,2,2,1,2,-1.03,2,47.95,4,1,1,1,2,16 1755,85,2,4,1,2,0.76,4,61.87,4,1,1,1,2,16 1755,96,2,4,5,2,-0.13,3,45.60,4,1,1,1,2,16 1755,98,2,4,1,2,1.21,6,48.91,4,1,1,1,2,16 1806,7,1,4,5,2,-0.25,2,61.06,5,2,1,1,3,25 1806,8,1,4,3,2,0.68,4,62.17,5,2,1,1,3,25 1806,10,1,4,4,2,0.03,3,62.98,5,2,1,1,3,25 1806,25,1,4,4,2,-0.07,3,39.56,5,2,1,1,3,25 1806,33,2,4,1,2,-0.88,2,43.02,5,2,1,1,3,25 1806,55,1,4,3,2,0.38,3,56.05,5,2,1,1,3,25 1806,60,1,4,1,2,0.69,4,49.21,5,2,1,1,3,25 1806,62,1,3,1,2,0.63,3,39.04,5,2,1,1,3,25 1806,65,1,4,4,2,1.39,6,61.80,5,2,1,1,3,25 1806,67,2,4,3,2,-1.26,1,47.00,5,2,1,1,3,25 1806,72,2,4,3,2,0.63,4,52.52,5,2,1,1,3,25 1806,73,2,4,2,2,0.42,4,53.70,5,2,1,1,3,25 1806,76,2,4,1,2,-0.34,2,51.34,5,2,1,1,3,25 1806,81,1,4,4,2,1.08,5,68.87,5,2,1,1,3,25 1806,90,1,4,1,2,1.33,6,61.36,5,2,1,1,3,25 1846,3,1,4,4,2,-0.41,2,51.34,4,3,1,1,0,28 1846,8,1,4,1,2,-0.46,2,39.63,4,3,1,1,0,28 1846,9,1,4,1,2,-0.20,2,42.36,4,3,1,1,0,28 1846,13,1,4,4,2,-0.41,2,44.71,4,3,1,1,0,28 1846,14,2,4,3,2,-0.54,2,40.59,4,3,1,1,0,28 1846,15,1,4,2,2,-0.54,2,36.69,4,3,1,1,0,28 1846,16,2,4,4,2,-0.32,3,53.18,4,3,1,1,0,28 1846,17,1,5,5,2,-0.87,2,54.88,4,3,1,1,0,28 1846,19,1,4,4,2,-1.70,1,49.87,4,3,1,1,0,28 1846,20,1,4,3,2,0.58,3,52.59,4,3,1,1,0,28 1846,23,2,4,2,2,0.13,2,51.41,4,3,1,1,0,28 1846,24,1,4,1,2,-0.02,3,42.58,4,3,1,1,0,28 1846,26,1,4,3,2,-0.14,3,51.64,4,3,1,1,0,28 1846,27,2,4,2,2,-1.40,1,41.92,4,3,1,1,0,28 1846,28,2,4,1,2,-0.20,2,47.73,4,3,1,1,0,28 1846,29,1,4,3,2,-0.57,2,49.35,4,3,1,1,0,28 1846,30,2,4,4,2,-0.45,2,39.78,4,3,1,1,0,28 1846,31,2,4,1,2,0.56,3,60.69,4,3,1,1,0,28 1846,33,1,4,1,2,-0.47,1,45.38,4,3,1,1,0,28 1846,42,2,4,1,2,-0.10,3,47.81,4,3,1,1,0,28 1846,48,1,4,3,2,-0.91,2,64.23,4,3,1,1,0,28 1846,50,1,4,2,2,-0.48,2,59.51,4,3,1,1,0,28 1846,51,2,4,1,2,-0.02,3,49.35,4,3,1,1,0,28 1846,54,1,4,3,2,-0.37,2,63.05,4,3,1,1,0,28 1846,55,2,4,5,2,-0.26,3,56.05,4,3,1,1,0,28 1846,60,2,4,3,2,0.29,3,57.67,4,3,1,1,0,28 1846,65,2,4,1,2,0.26,4,36.17,4,3,1,1,0,28 1846,66,2,4,2,2,-0.66,3,53.70,4,3,1,1,0,28 1846,70,2,4,1,2,-0.23,3,36.25,4,3,1,1,0,28 1846,71,2,4,1,2,-0.29,2,43.68,4,3,1,1,0,28 1846,75,2,4,4,2,0.10,3,40.81,4,3,1,1,0,28 1846,79,2,4,1,2,0.33,3,60.77,4,3,1,1,0,28 1846,85,1,4,1,2,-0.15,2,41.99,4,3,1,1,0,28 1846,90,1,4,1,2,-0.66,2,57.45,4,3,1,1,0,28 1846,94,2,4,3,2,-0.74,2,56.35,4,3,1,1,0,28 1846,98,1,4,1,2,-0.55,3,40.81,4,3,1,1,0,28 2114,10,1,4,1,3,-0.16,3,46.63,5,4,2,1,0,13 2114,14,1,4,0,3,0.96,5,62.98,5,4,2,1,0,13 2114,20,1,4,1,3,0.56,4,53.70,5,4,2,1,0,13 2114,28,1,4,2,3,0.31,3,61.80,5,4,2,1,0,13 2114,32,1,4,1,3,0.41,3,65.41,5,4,2,1,0,13 2114,33,1,4,2,3,0.07,3,39.63,5,4,2,1,0,13 2114,36,1,4,1,3,0.22,3,57.23,5,4,2,1,0,13 2114,37,1,4,1,3,1.01,5,64.23,5,4,2,1,0,13 2114,50,1,4,2,3,-0.05,3,56.05,5,4,2,1,0,13 2114,58,1,4,2,3,0.05,2,52.52,5,4,2,1,0,13 2114,62,1,4,0,3,-0.37,2,37.20,5,4,2,1,0,13 2114,66,1,4,1,3,-0.56,2,62.17,5,4,2,1,0,13 2114,71,1,4,1,3,0.93,4,64.45,5,4,2,1,0,13 2114,73,1,4,1,3,0.94,5,63.42,5,4,2,1,0,13 2114,86,1,4,1,3,0.84,5,66.80,5,4,2,1,0,13 2114,87,1,4,1,3,0.44,5,63.05,5,4,2,1,0,13 2114,94,1,4,4,3,0.79,4,54.95,5,4,2,1,0,13 2114,96,1,4,1,3,-0.13,2,60.99,5,4,2,1,0,13 2114,99,1,4,1,3,1.01,5,45.16,5,4,2,1,0,13 2335,0,2,1,2,4,0.36,5,60.69,5,5,1,1,4,11 2335,1,1,1,2,4,1.46,6,59.51,5,5,1,1,4,11 2335,2,2,4,3,4,1.28,5,68.87,5,5,1,1,4,11 2335,25,1,4,5,4,-0.05,4,59.51,5,5,1,1,4,11 2335,30,2,1,2,4,0.09,6,55.02,5,5,1,1,4,11 2335,36,1,2,4,4,1.20,6,65.41,5,5,1,1,4,11 2335,40,1,4,4,4,-0.20,4,64.52,5,5,1,1,4,11 2335,41,1,1,2,4,-0.02,1,58.34,5,5,1,1,4,11 2335,44,1,4,2,4,-0.56,2,64.15,5,5,1,1,4,11 2335,53,1,4,1,4,-0.70,3,64.23,5,5,1,1,4,11 2335,59,1,4,2,4,1.64,6,61.21,5,5,1,1,4,11 2335,61,2,3,5,4,1.33,6,60.99,5,5,1,1,4,11 2335,64,1,4,2,4,1.28,5,60.69,5,5,1,1,4,11 2335,65,1,4,2,4,1.08,6,64.23,5,5,1,1,4,11 2335,70,2,1,5,4,0.96,6,65.33,5,5,1,1,4,11 2335,79,2,4,4,4,1.01,6,63.05,5,5,1,1,4,11 2335,82,2,4,3,4,1.34,6,51.49,5,5,1,1,4,11 2335,87,1,4,2,4,-1.26,2,62.17,5,5,1,1,4,11 2335,96,2,3,2,4,0.62,4,59.81,5,5,1,1,4,11 2666,16,2,4,2,1,-0.60,2,43.24,5,4,3,1,0,14 2666,19,1,1,4,1,1.44,6,71.22,5,4,3,1,0,14 2666,21,1,4,1,1,-1.00,2,51.34,5,4,3,1,0,14 2666,22,2,4,1,1,-0.30,4,39.56,5,4,3,1,0,14 2666,29,1,4,5,1,0.73,2,42.21,5,4,3,1,0,14 2666,37,2,4,1,1,-0.78,2,44.49,5,4,3,1,0,14 2666,41,2,4,5,1,1.34,5,57.08,5,4,3,1,0,14 2666,46,2,4,2,1,-1.25,2,45.60,5,4,3,1,0,14 2666,52,2,5,1,1,-0.11,4,50.24,5,4,3,1,0,14 2666,59,2,5,1,1,-0.42,2,44.42,5,4,3,1,0,14 2666,61,1,4,2,1,-0.04,4,50.09,5,4,3,1,0,14 2666,67,1,4,1,1,0.69,4,52.52,5,4,3,1,0,14 2666,68,2,4,5,1,-0.98,2,66.58,5,4,3,1,0,14 2666,73,1,4,1,1,-0.22,2,41.70,5,4,3,1,0,14 2666,76,1,5,1,1,-1.64,1,39.49,5,4,3,1,0,14 2666,78,2,4,5,1,-0.50,3,47.95,5,4,3,1,0,14 2666,93,1,4,3,1,-0.01,3,66.58,5,4,3,1,0,14 2666,95,1,4,3,1,1.17,6,59.59,5,4,3,1,0,14 2666,98,2,4,2,1,-0.78,2,43.17,5,4,3,1,0,14 2666,99,2,5,3,1,-1.28,1,55.54,5,4,3,1,0,14 2759,2,1,4,1,3,1.63,6,64.45,5,4,2,1,0,10 2759,12,1,1,3,3,0.15,3,50.24,5,4,2,1,0,10 2759,23,1,1,2,3,1.01,4,49.80,5,4,2,1,0,10 2759,31,2,4,0,3,1.04,6,64.45,5,4,2,1,0,10 2759,34,2,4,1,3,1.77,6,43.17,5,4,2,1,0,10 2759,38,1,5,1,3,0.51,4,49.50,5,4,2,1,0,10 2759,40,1,4,2,3,0.86,5,45.38,5,4,2,1,0,10 2759,44,1,4,2,3,1.27,6,49.21,5,4,2,1,0,10 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2861,75,2,4,3,3,1.04,5,50.16,5,3,2,1,0,17 2861,76,2,4,5,3,0.57,5,70.04,5,3,2,1,0,17 2861,77,2,4,3,3,-0.35,2,51.34,5,3,2,1,0,17 2861,89,2,4,1,3,-0.19,4,65.33,5,3,2,1,0,17 2861,90,2,4,1,3,1.14,6,42.21,5,3,2,1,0,17 2861,91,2,4,3,3,1.24,6,69.16,5,3,2,1,0,17 2861,97,2,4,1,3,0.32,4,44.27,5,3,2,1,0,17 2888,3,2,4,0,3,0.75,5,37.06,5,4,2,1,0,30 2888,5,2,4,2,3,1.36,6,59.44,5,4,2,1,0,30 2888,19,2,4,1,3,1.25,5,52.89,5,4,2,1,0,30 2888,22,2,4,2,3,0.53,4,58.48,5,4,2,1,0,30 2888,26,2,4,1,3,0.88,4,52.59,5,4,2,1,0,30 2888,28,2,4,1,3,-0.09,2,41.99,5,4,2,1,0,30 2888,37,2,4,1,3,-0.07,3,39.63,5,4,2,1,0,30 2888,42,2,4,1,3,-0.92,2,59.66,5,4,2,1,0,30 2888,44,2,4,4,3,0.41,4,53.70,5,4,2,1,0,30 2888,46,2,4,4,3,0.65,4,56.05,5,4,2,1,0,30 2888,48,2,4,0,3,0.75,5,54.07,5,4,2,1,0,30 2888,52,2,4,4,3,0.02,3,52.45,5,4,2,1,0,30 2888,53,2,4,0,3,2.31,6,70.12,5,4,2,1,0,30 2888,56,2,4,1,3,0.17,4,49.13,5,4,2,1,0,30 2888,59,2,4,2,3,1.25,5,57.23,5,4,2,1,0,30 2888,60,2,4,1,3,0.28,3,47.37,5,4,2,1,0,30 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