URL: https://statmath.wu.ac.at/courses/data-analysis/itdt-2007-11-20.pdf
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<< /S /GoTo /D (chapter.3) >>
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<< /S /GoTo /D (chapter.6) >>
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<< /S /GoTo /D (subsection.7.6.8) >>
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<< /S /GoTo /D (chapter.11) >>
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<< /S /GoTo /D (section.11.1) >>
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(Case study: The Population Clock)
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<< /S /GoTo /D (section.11.2) >>
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(Getting started with R)
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<< /S /GoTo /D (subsection.11.2.1) >>
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(The command line)
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<< /S /GoTo /D (subsection.11.2.2) >>
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<< /S /GoTo /D (subsection.11.2.3) >>
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<< /S /GoTo /D (subsection.11.2.4) >>
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(Finding the exit)
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<< /S /GoTo /D (section.11.3) >>
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<< /S /GoTo /D (subsection.11.3.2) >>
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<< /S /GoTo /D (subsection.11.3.3) >>
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<< /S /GoTo /D (subsection.11.3.4) >>
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<< /S /GoTo /D (subsection.11.3.5) >>
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<< /S /GoTo /D (section.11.4) >>
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<< /S /GoTo /D (subsection.11.4.1) >>
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<< /S /GoTo /D (section.11.5) >>
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<< /S /GoTo /D (subsection.11.5.2) >>
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(Vectors)
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<< /S /GoTo /D (subsection.11.5.3) >>
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(Factors)
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725 0 obj
<< /S /GoTo /D (subsection.11.5.5) >>
endobj
728 0 obj
(Dates)
endobj
729 0 obj
<< /S /GoTo /D (subsection.11.5.6) >>
endobj
732 0 obj
(Data Frames)
endobj
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<< /S /GoTo /D (subsection.11.5.7) >>
endobj
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(Accessing variables in a data frame)
endobj
737 0 obj
<< /S /GoTo /D (subsection.11.5.8) >>
endobj
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(Lists)
endobj
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<< /S /GoTo /D (subsection.11.5.9) >>
endobj
744 0 obj
(Matrices and arrays)
endobj
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<< /S /GoTo /D (subsection.11.5.10) >>
endobj
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(Attributes)
endobj
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<< /S /GoTo /D (subsection.11.5.11) >>
endobj
752 0 obj
(Classes)
endobj
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<< /S /GoTo /D (subsection.11.5.12) >>
endobj
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(Type coercion)
endobj
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<< /S /GoTo /D (subsection.11.5.13) >>
endobj
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(Numerical accuracy)
endobj
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<< /S /GoTo /D (subsection.11.5.14) >>
endobj
764 0 obj
(Case study: Network packets)
endobj
765 0 obj
<< /S /GoTo /D (subsection.11.5.15) >>
endobj
768 0 obj
(Case study: The greatest equation ever)
endobj
769 0 obj
<< /S /GoTo /D (section.11.6) >>
endobj
772 0 obj
(Data import/export)
endobj
773 0 obj
<< /S /GoTo /D (subsection.11.6.1) >>
endobj
776 0 obj
(Specifying files)
endobj
777 0 obj
<< /S /GoTo /D (subsection.11.6.2) >>
endobj
780 0 obj
(Basic file manipulations)
endobj
781 0 obj
<< /S /GoTo /D (subsection.11.6.3) >>
endobj
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(Case study: Digital photography)
endobj
785 0 obj
<< /S /GoTo /D (subsection.11.6.4) >>
endobj
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(Text files)
endobj
789 0 obj
<< /S /GoTo /D (subsection.11.6.5) >>
endobj
792 0 obj
(Case Study: Point Nemo)
endobj
793 0 obj
<< /S /GoTo /D (subsection.11.6.6) >>
endobj
796 0 obj
(Case study: Network packets)
endobj
797 0 obj
<< /S /GoTo /D (subsection.11.6.7) >>
endobj
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(XML)
endobj
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<< /S /GoTo /D (subsection.11.6.8) >>
endobj
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(Case Study: Point Nemo)
endobj
805 0 obj
<< /S /GoTo /D (subsection.11.6.9) >>
endobj
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(Binary files)
endobj
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<< /S /GoTo /D (subsection.11.6.10) >>
endobj
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(Case Study: Point Nemo)
endobj
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<< /S /GoTo /D (subsection.11.6.11) >>
endobj
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(Spreadsheets)
endobj
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<< /S /GoTo /D (subsection.11.6.12) >>
endobj
820 0 obj
(Case Study: Point Nemo)
endobj
821 0 obj
<< /S /GoTo /D (subsection.11.6.13) >>
endobj
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(Large data sets)
endobj
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<< /S /GoTo /D (subsection.11.6.14) >>
endobj
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(Case Study: The Data Expo)
endobj
829 0 obj
<< /S /GoTo /D (section.11.7) >>
endobj
832 0 obj
(Data manipulation)
endobj
833 0 obj
<< /S /GoTo /D (subsection.11.7.1) >>
endobj
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(Subsetting)
endobj
837 0 obj
<< /S /GoTo /D (subsection.11.7.2) >>
endobj
840 0 obj
(Case study: Counting candy)
endobj
841 0 obj
<< /S /GoTo /D (subsection.11.7.3) >>
endobj
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(Accessor functions)
endobj
845 0 obj
<< /S /GoTo /D (subsection.11.7.4) >>
endobj
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(Aggregation and reshaping)
endobj
849 0 obj
<< /S /GoTo /D (subsection.11.7.5) >>
endobj
852 0 obj
(Case study: Counting Candy)
endobj
853 0 obj
<< /S /GoTo /D (subsection.11.7.6) >>
endobj
856 0 obj
(Tables of Counts)
endobj
857 0 obj
<< /S /GoTo /D (subsection.11.7.7) >>
endobj
860 0 obj
(Merging data sets)
endobj
861 0 obj
<< /S /GoTo /D (subsection.11.7.8) >>
endobj
864 0 obj
(Case study: Rothamsted moths)
endobj
865 0 obj
<< /S /GoTo /D (subsection.11.7.9) >>
endobj
868 0 obj
(Case study: Utilities)
endobj
869 0 obj
<< /S /GoTo /D (section.11.8) >>
endobj
872 0 obj
(Text processing)
endobj
873 0 obj
<< /S /GoTo /D (subsection.11.8.1) >>
endobj
876 0 obj
(Case study: The longest placename)
endobj
877 0 obj
<< /S /GoTo /D (section.11.9) >>
endobj
880 0 obj
(Regular expressions)
endobj
881 0 obj
<< /S /GoTo /D (subsection.11.9.1) >>
endobj
884 0 obj
(Search and replace)
endobj
885 0 obj
<< /S /GoTo /D (subsection.11.9.2) >>
endobj
888 0 obj
(Case study: Crohn's disease)
endobj
889 0 obj
<< /S /GoTo /D (subsection.11.9.3) >>
endobj
892 0 obj
(Flashback: Regular expressions in HTML Forms)
endobj
893 0 obj
<< /S /GoTo /D (subsection.11.9.4) >>
endobj
896 0 obj
(Flashback: Regular expressions in SQL)
endobj
897 0 obj
<< /S /GoTo /D (section.11.10) >>
endobj
900 0 obj
(Writing Functions)
endobj
901 0 obj
<< /S /GoTo /D (subsection.11.10.1) >>
endobj
904 0 obj
(Case Study: The Data Expo)
endobj
905 0 obj
<< /S /GoTo /D (subsection.11.10.2) >>
endobj
908 0 obj
(Flashback: The DRY Principle)
endobj
909 0 obj
<< /S /GoTo /D (section.11.11) >>
endobj
912 0 obj
(Debugging)
endobj
913 0 obj
<< /S /GoTo /D (section.11.12) >>
endobj
916 0 obj
(Other software)
endobj
917 0 obj
<< /S /GoTo /D (subsection.11.12.1) >>
endobj
920 0 obj
(Perl)
endobj
921 0 obj
<< /S /GoTo /D (subsection.11.12.2) >>
endobj
924 0 obj
(Calling other software from R)
endobj
925 0 obj
<< /S /GoTo /D (subsection.11.12.3) >>
endobj
928 0 obj
(Case Study: The Data Expo)
endobj
929 0 obj
<< /S /GoTo /D (section.11.13) >>
endobj
932 0 obj
(Flashback: HTML forms and R)
endobj
933 0 obj
<< /S /GoTo /D (section.11.14) >>
endobj
936 0 obj
(Literate data analysis)
endobj
937 0 obj
<< /S /GoTo /D (chapter.12) >>
endobj
940 0 obj
(R Reference)
endobj
941 0 obj
<< /S /GoTo /D (section.12.1) >>
endobj
944 0 obj
(R syntax)
endobj
945 0 obj
<< /S /GoTo /D (subsection.12.1.1) >>
endobj
948 0 obj
(Mathematical operators)
endobj
949 0 obj
<< /S /GoTo /D (subsection.12.1.2) >>
endobj
952 0 obj
(Logical operators)
endobj
953 0 obj
<< /S /GoTo /D (subsection.12.1.3) >>
endobj
956 0 obj
(Symbols and assignment)
endobj
957 0 obj
<< /S /GoTo /D (section.12.2) >>
endobj
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(Control flow)
endobj
961 0 obj
<< /S /GoTo /D (subsection.12.2.1) >>
endobj
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(Loops)
endobj
965 0 obj
<< /S /GoTo /D (subsection.12.2.2) >>
endobj
968 0 obj
(Conditional statements)
endobj
969 0 obj
<< /S /GoTo /D (section.12.3) >>
endobj
972 0 obj
(Data types and data structures)
endobj
973 0 obj
<< /S /GoTo /D (subsection.12.3.1) >>
endobj
976 0 obj
(The workspace)
endobj
977 0 obj
<< /S /GoTo /D (section.12.4) >>
endobj
980 0 obj
(Functions)
endobj
981 0 obj
<< /S /GoTo /D (subsection.12.4.1) >>
endobj
984 0 obj
(Generating vectors)
endobj
985 0 obj
<< /S /GoTo /D (subsection.12.4.2) >>
endobj
988 0 obj
(Numeric functions)
endobj
989 0 obj
<< /S /GoTo /D (subsection.12.4.3) >>
endobj
992 0 obj
(Comparisons)
endobj
993 0 obj
<< /S /GoTo /D (subsection.12.4.4) >>
endobj
996 0 obj
(Subsetting)
endobj
997 0 obj
<< /S /GoTo /D (subsection.12.4.5) >>
endobj
1000 0 obj
(Merging)
endobj
1001 0 obj
<< /S /GoTo /D (subsection.12.4.6) >>
endobj
1004 0 obj
(Summarizing data frames)
endobj
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<< /S /GoTo /D (subsection.12.4.7) >>
endobj
1008 0 obj
(Looping over variables in a data frame)
endobj
1009 0 obj
<< /S /GoTo /D (subsection.12.4.8) >>
endobj
1012 0 obj
(Sorting)
endobj
1013 0 obj
<< /S /GoTo /D (subsection.12.4.9) >>
endobj
1016 0 obj
(Data import/export)
endobj
1017 0 obj
<< /S /GoTo /D (subsection.12.4.10) >>
endobj
1020 0 obj
(Processing strings)
endobj
1021 0 obj
<< /S /GoTo /D (subsection.12.4.11) >>
endobj
1024 0 obj
(Getting help)
endobj
1025 0 obj
<< /S /GoTo /D (subsection.12.4.12) >>
endobj
1028 0 obj
(Packages)
endobj
1029 0 obj
<< /S /GoTo /D (subsection.12.4.13) >>
endobj
1032 0 obj
(Searching for functions)
endobj
1033 0 obj
<< /S /GoTo /D (section.12.5) >>
endobj
1036 0 obj
(Further reading)
endobj
1037 0 obj
<< /S /GoTo /D (chapter.13) >>
endobj
1040 0 obj
(Regular Expressions Reference)
endobj
1041 0 obj
<< /S /GoTo /D (section.13.1) >>
endobj
1044 0 obj
(Metacharacters)
endobj
1045 0 obj
<< /S /GoTo /D (subsection.13.1.1) >>
endobj
1048 0 obj
(Ranges)
endobj
1049 0 obj
<< /S /GoTo /D (subsection.13.1.2) >>
endobj
1052 0 obj
(Modifiers)
endobj
1053 0 obj
<< /S /GoTo /D (section.13.2) >>
endobj
1056 0 obj
(Replacement text)
endobj
1057 0 obj
<< /S /GoTo /D (section.13.3) >>
endobj
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(Further reading)
endobj
1061 0 obj
<< /S /GoTo /D [1062 0 R /Fit ] >>
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1064 0 obj <<
/Length 703
/Filter /FlateDecode
>>
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