SII (Study of Intstructional Improvement) by researchers at the University of Michigan to study the math achievement scores of first- and third-grade students at randomly collected classrooms from a national U.S. sample of elementary schools. The classroom.csv dataset: 1,190 first grade students sampled from 312 classrooms in 107 schools. MATHGAIN: measures change in student math achievement scores from the spring of kindergarten to the spring of first grade. Three-level dataset: students (Level 1) are nested within classroms (Level 2), and classrooms are nested within schools (Level 3). Goal: examine the contributions of selected student-level, classroom-level and school-level covariates to the variation in math achievement gain. See p. 118 for description of variables in the analysis. > class <- read.csv("http://www.rohan.sdsu.edu/~babailey/stat700/classroom.csv", header=T) > class[1:5,] sex minority mathkind mathgain ses yearstea mathknow housepov mathprep 1 1 1 448 32 0.46 1 NA 0.082 2.00 2 0 1 460 109 -0.27 1 NA 0.082 2.00 3 1 1 511 56 -0.03 1 NA 0.082 2.00 4 0 1 449 83 -0.38 2 -0.11 0.082 3.25 5 0 1 425 53 -0.03 2 -0.11 0.082 3.25 classid schoolid childid 1 160 1 1 2 160 1 2 3 160 1 3 4 217 1 4 5 217 1 5