Package: ERP
Type: Package
Title: Significance Analysis of Event-Related Potentials Data
Version: 2.2
Date: 2019-12-10
Author: David Causeur, Ching-Fan Sheu, Mei-Chen Chu, Flavia Rufini
Maintainer: David Causeur <david.causeur@agrocampus-ouest.fr>
Depends: R (>= 3.0.0)
Imports:
        graphics,grDevices,stats,corpcor,irlba,fdrtool,splines,mnormt,pacman
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,
        <DOI:10.1214/15-AOAS888>). 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 <DOI:10.1111/j.1469-8986.1991.tb00417.x>), 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,
        <DOI:10.3758/s13428-012-0230-0>). 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, <DOI:10.1214/15-AOAS888> for
        further details).
License: GPL (>= 2)
URL: http://erpinr.org
Suggests: prettydoc,knitr,rmarkdown
VignetteBuilder: knitr
NeedsCompilation: no
Packaged: 2026-10-12 23:13:38 UTC; root
Config/pak/sysreqs: git
Repository: https://cranhaven.r-universe.dev
Date/Publication: 2026-10-12 08:02:00 UTC
RemoteUrl: https://github.com/cranhaven/cranhaven.r-universe.dev
RemoteRef: package/ERP
RemoteSha: 3e0c6a4589fb52b6497bb92ec830db0e9218e48e
RemoteSubdir: ERP
