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Dealing with non‐normality: an introduction and step‐by‐step guide using R
Author(s) -
Courtney Matthew G.R.,
Chang Kevin C.
Publication year - 2018
Publication title -
teaching statistics
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 0.425
H-Index - 13
eISSN - 1467-9639
pISSN - 0141-982X
DOI - 10.1111/test.12154
Subject(s) - normalization (sociology) , normality , computer science , r package , statistics , data mining , econometrics , mathematics , programming language , sociology , anthropology
Summary The article presents some notes on normalization and illustrates these procedures using graphing functions in R. Using real data, the paper also presents an R package and online Shiny app that efficiently transforms variables in large datasets.