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| = Course Outline = == Data Wrangling == * basic data structures in R: vector, list, data frame * indexing * data types, type conversions * read data from different file types (txt, csv, excel) * merging of data frames * dplyr, a package for data manipulation, reshaping, summarizing\ * [[attachment:data.zip|download data]] [[RcourSe/DataWrangling|more]] [[RcourSe/ExtraDataSets|data sets]] == Functions == * understand R functions * generic functions, classes [[FunctionsInR|more]] == Exploratory Data Analysis == * oulier detection: visual methods and tests * graphics for grouped data [[ExploreData|more]] == Analysis of Longitudinal Data == * Exploring Longitudinal Data on Change: * Descriptive Analysis of Individual Change * Difference in Change across People * Multilevel Models for Change * Missing Data [[LongitudinalData|more]] |
[[/CourseOutline|Course Outline]] [[/FinalFunction|Final Function]] [[/DataWrangling|more]] |
