2013
DOI: 10.18637/jss.v054.i10
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GLIMMPSE: Online Power Computation for Linear Models with and without a Baseline Covariate

Abstract: GLIMMPSE is a free, web-based software tool that calculates power and sample size for the general linear multivariate model with Gaussian errors (http://glimmpse.SampleSizeShop.org/). GLIMMPSE provides a user-friendly interface for the computation of power and sample size. We consider models with fixed predictors, and models with fixed predictors and a single Gaussian covariate. Validation experiments demonstrate that GLIMMPSE matches the accuracy of previously published results, and performs well against simu… Show more

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Cited by 266 publications
(174 citation statements)
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References 23 publications
(73 reference statements)
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“…Another limitation consisted of the low statistical power of this study for the MPO outcome. Using GLIMMPSE software (University of Colorado Denver; https://glimmpse.samplesizeshop.org/#/), we estimated that 35 (n = 7, 14, and 14 horses for control, firocoxib, and phenylbutazone groups, respectively) to 50 horses (n = 10, 20, and 20 for control, firocoxib, and phenylbutazone horses, respectively) would have been required to have 80% power to detect differences in the observed MPO means with the observed standard deviations . Another limitation of fecal MPO results consists of our inability to attribute those results to distal GI tract inflammation because such pathology was not documented grossly or histologically.…”
Section: Discussionmentioning
confidence: 99%
“…Another limitation consisted of the low statistical power of this study for the MPO outcome. Using GLIMMPSE software (University of Colorado Denver; https://glimmpse.samplesizeshop.org/#/), we estimated that 35 (n = 7, 14, and 14 horses for control, firocoxib, and phenylbutazone groups, respectively) to 50 horses (n = 10, 20, and 20 for control, firocoxib, and phenylbutazone horses, respectively) would have been required to have 80% power to detect differences in the observed MPO means with the observed standard deviations . Another limitation of fecal MPO results consists of our inability to attribute those results to distal GI tract inflammation because such pathology was not documented grossly or histologically.…”
Section: Discussionmentioning
confidence: 99%
“…Calculations of group sizes for organ bath experiments were carried out using GLIMMPSE (version 2.2.7, http://glimmpse.samplesizeshop.org), an open‐source online tool for calculating power and sample size, on the basis of own previous experimental data (Hennenberg et al ., ; Kreidler et al ., ; Wang et al ., ; ). Calculations were performed separately for each agonist or EFS.…”
Section: Methodsmentioning
confidence: 99%
“…Data were analyzed using SPSS 23.0 (IBM Corp., Armonk, NY, USA). GLIMMPSE was used for power calculation (Kreidler et al 2013) using covariance and correlation.…”
Section: Data Analysesmentioning
confidence: 99%