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ERP
View on CRAN: Click
here
Download and install ERP package within the R console
Install from CRAN:
install.packages("ERP")
Install from Github:
library("remotes")
install_github("cran/ERP")
Install by package version:
library("remotes")
install_version("ERP", "2.2")
Attach the package and use:
library("ERP")
Maintained by
David Causeur
[Scholar Profile | Author Map]
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2014-04-04
Latest Update: 2019-12-13
Description:
Functions for signal detection and identification designed for Event-Related Potentials (ERP) data in a linear model framework. The functional F-test proposed in Causeur, Sheu, Perthame, Rufini (2018, submitted) for analysis of variance issues in ERP designs is implemented for signal detection (tests for mean difference among groups of curves in One-way ANOVA designs for example). Once an experimental effect is declared significant, identification of significant intervals is achieved by the multiple testing procedures reviewed and compared in Sheu, Perthame, Lee and Causeur (2016, ). Some of the methods gathered in the package are the classical FDR- and FWER-controlling procedures, also available using function p.adjust. The package also implements the Guthrie-Buchwald procedure (Guthrie and Buchwald, 1991 ), which accounts for the auto-correlation among t-tests to control erroneous detection of short intervals. The Adaptive Factor-Adjustment method is an extension of the method described in Causeur, Chu, Hsieh and Sheu (2012, ). It assumes a factor model for the correlation among tests and combines adaptively the estimation of the signal and the updating of the dependence modelling (see Sheu et al., 2016, for further details).
How to cite:
David Causeur (2014). ERP: Significance Analysis of Event-Related Potentials Data. R package version 2.2, https://cran.r-project.org/web/packages/ERP. Accessed 27 Jan. 2025.
Previous versions and publish date:
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Other R packages that ERP depends,
imports, suggests or enhances
Complete documentation for ERP
Functions, R codes and Examples using
the ERP R package
Some associated functions: ERP-package . emfa . erpFtest . erpavetest . erpfatest . erpplot . erptest . gbtest . ifa . impulsivity . isqrtfa . nbfactors .
Some associated R codes: emfa.R . erpFtest.R . erpavetest.R . erpfatest.R . erpplot.R . erptest.R . gbtest.R . ifa.R . isqrtfa.R . nbfactors.R . Full ERP package functions and examples
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