GLIMMPSE Lite: Calculating Power and Sample Size on Smartphone Devices
Author(s) -
Aarti Munjal,
Uttara R. Sakhadeo,
Keith E. Muller,
Deborah H. Glueck,
Sarah M. Kreidler
Publication year - 2014
Publication title -
plos one
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 0.99
H-Index - 332
ISSN - 1932-6203
DOI - 10.1371/journal.pone.0102082
Subject(s) - univariate , sample size determination , computer science , power analysis , mobile device , software , variance (accounting) , sample (material) , set (abstract data type) , statistical power , data science , analysis of variance , statistical analysis , statistics , data mining , machine learning , world wide web , mathematics , computer security , multivariate statistics , operating system , cryptography , chemistry , accounting , business , programming language , chromatography
Researchers seeking to develop complex statistical applications for mobile devices face a common set of difficult implementation issues. In this work, we discuss general solutions to the design challenges. We demonstrate the utility of the solutions for a free mobile application designed to provide power and sample size calculations for univariate, one-way analysis of variance (ANOVA), GLIMMPSE Lite. Our design decisions provide a guide for other scientists seeking to produce statistical software for mobile platforms.
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