search for: himinty

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2012 May 12
2
Why can we combine design matrix and data-frame in R?
...;, "Sex", "SES", "MathAch", "MEANSES") head(MathAchieve) MathAchSchool <- read.table("mathachschool.txt") colnames(MathAchSchool) <- c("School", "Size", "Sector", "PRACAD", "DISCLIM", "HIMINTY", "MEANSES") MathScores <- merge(MathAchieve, MathAchSchool, by = "School") lm1 = lm(MathAch ~ SES + factor(Sector) , MathScores) X=model.matrix(MathAch ~ SES+factor(Sector) , MathScores) y=MathScores$MathAch tmp=MathScores tmp$y=y tmp$X=X lm1x = lm(y~X-1, tmp) pl...
2003 Jun 25
3
joining columns as in a relational database
In our recent workshop on "Multilevel Modeling in R" we discussed handling data for multilevel modeling. An classic example of such data are test scores of students grouped into schools. We may wish to model the scores as functions of both student-level covariates and school-level covariates. Such data are often organized in a multi-table format with a separate table for each level of