CGManalyzer: Continuous Glucose Monitoring Data Analyzer

Contains all of the functions necessary for the complete analysis of a continuous glucose monitoring study and can be applied to data measured by various existing 'CGM' devices such as 'FreeStyle Libre', 'Glutalor', 'Dexcom' and 'Medtronic CGM'. It reads a series of data files, is able to convert various formats of time stamps, can deal with missing values, calculates both regular statistics and nonlinear statistics, and conducts group comparison. It also displays results in a concise format. Also contains two unique features new to 'CGM' analysis: one is the implementation of strictly standard mean difference and the class of effect size; the other is the development of a new type of plot called antenna plot. It corresponds to 'Zhang XD'(2018)<doi:10.1093/bioinformatics/btx826>'s article 'CGManalyzer: an R package for analyzing continuous glucose monitoring studies'.

Package details

AuthorXiaohua Douglas Zhang [aut, cph], Dandan Wang [aut], Zhaozhi Zhang [aut], Madalena Costa [ctb], Xinzheng Dong [aut, cre]
MaintainerXinzheng Dong <dong.xinzheng@foxmail.com>
LicenseMIT + file LICENSE
Version1.3
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:
install.packages("CGManalyzer")

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CGManalyzer documentation built on March 1, 2020, 5:07 p.m.