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EMSaov: An R package for the analysis of variance with the expected mean squares and its shiny application

Title
EMSaov: An R package for the analysis of variance with the expected mean squares and its shiny application
Authors
Choe H.-M.Kim M.Lee E.-K.
Ewha Authors
이은경김미정
SCOPUS Author ID
이은경scopus; 김미정scopus
Issue Date
2017
Journal Title
R Journal
ISSN
2073-4859JCR Link
Citation
vol. 9, no. 1, pp. 252 - 261
Publisher
Technische Universitaet Wien
Indexed
SCIE; SCOPUS WOS scopus
Abstract
EMSaov is a new R package that we developed to provide users with an analysis of variance table including the expected mean squares (EMS) for various types of experimental design. It is not easy to find the appropriate test, particularly the denominator for the F statistic that depends on the EMS, when some variables exhibit random effects or when we use a special experimental design such as nested design, repeated measures design, or split-plot design. With EMSaov, a user can easily find the F statistic denominator and can determine how to analyze the data when using a special experimental design. We also develop a web application with a GUI interface using the shiny package in R .We expect that our application can contribute to the efficient and easy analysis of experimental data.
Appears in Collections:
자연과학대학 > 통계학전공 > Journal papers
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