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lecture_03_ho - BIOS 735: Statistical Computing Michael Wu...

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BIOS 735: Statistical Computing Michael Wu Lecture 3: Data Frames, Factors and Tables August 30, 2011 Michael Wu (Lecture 3) BIOS 735 August 30, 2011 1 / 9
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Data Frames Practically: behave like Matrices (rows and columns), but columns can have different modes Technically: data frames are lists of vectors Example students = read.table("Students.txt", header = T, sep = "\t") students class(students) students[3,2:4] students$Nickname students[3] students[,-(1:4)] scores = students[-(1:4)] # Note difference from previous line class(scores) class(students[1]); class(students[4]); class(students[5]) class(students[,1]); class(students[,4]); class(students[,5]) Key point to remember: list of equal-length vectors. Michael Wu (Lecture 3) BIOS 735 August 30, 2011 2 / 9
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Data Frames: Using Matrix Operations Many matrix operations can still be used on data frames: dim(students) rowMeans(scores) works if all of the vectors are numeric modes rbind(students, students[2,]) and cbind(scores, 1:nrow(scores)) scores * 2 and scores +99 Indexing can be done exactly like using a matrix. Other Matrix Operations will work, but may cause problems:
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This note was uploaded on 11/18/2011 for the course BIOS 735 taught by Professor Staff during the Spring '10 term at UNC.

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lecture_03_ho - BIOS 735: Statistical Computing Michael Wu...

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