R: ERP dataset from a directed forgetting experiment as...
erpcz
R Documentation
ERP dataset from a directed forgetting experiment as presented in detail in Sheu, Perthame, Lee and Causeur (2016)
Description
The experiment was conducted using an experimental paradigm similar to that described in Lee, Lee and Fawcett (2013). The objective of the study was
to examine the electrophysiological process associated with directed forgetting.
Usage
data(erpcz)
Format
40 ERP curves obtained at electrode CZ for 20 subjects in two experimental conditions (TBR and TBF), each curve lasting for one thousand milliseconds (ms)
with one record per 4ms. The last two columns, Subject and Instruction, provide the subject identifier and the group membership respectively.
Details
In the study phase of the experiment, 20 participants were instructed
(with a ‘+’ or ‘X’ cue, respectively) to either remember or forget a stimulus word that was presented on a computer screen. ERPs were recorded throughout
each of 90 trials - half for to-be-remembered (TBR) and half for to-be-forgotten (TBF).
ERPs from nine electrode positions - 3 each from frontal, central and posterior regions - during the study phase were analyzed. The curent dataset provides
the ERP curves at electrode CZ (central on the miline). The corresponding experimental covariates (subject and instruction) are provided in the last two columns.
Source
Sheu, C.-F., Perthame, E., Lee Y.-S. and Causeur, D. 2016. Accounting for time dependence in large-scale multiple testing of event-related potential data. To appear in Annals of Applied Statistics.
References
Lee, Y-S., Lee, H.M., Fawcett, J.-M. (2013). Intentional forgetting reduces color-naming interference: evidence from item-method directed forgetting.
Journal of Experimental Psychology. Learning, Memory and Cognition, 39 (1), 220-236.
Examples
data(erpcz)
erpplot(erpcz[,1:251],frames=seq(0,1001,4),xlab="Time (ms)",
ylab="ERP",main="ERP at electrode CZ")
Results
R version 3.3.1 (2016-06-21) -- "Bug in Your Hair"
Copyright (C) 2016 The R Foundation for Statistical Computing
Platform: x86_64-pc-linux-gnu (64-bit)
R is free software and comes with ABSOLUTELY NO WARRANTY.
You are welcome to redistribute it under certain conditions.
Type 'license()' or 'licence()' for distribution details.
R is a collaborative project with many contributors.
Type 'contributors()' for more information and
'citation()' on how to cite R or R packages in publications.
Type 'demo()' for some demos, 'help()' for on-line help, or
'help.start()' for an HTML browser interface to help.
Type 'q()' to quit R.
> library(ERP)
> png(filename="/home/ddbj/snapshot/RGM3/R_CC/result/ERP/erpcz.Rd_%03d_medium.png", width=480, height=480)
> ### Name: erpcz
> ### Title: ERP dataset from a directed forgetting experiment as presented
> ### in detail in Sheu, Perthame, Lee and Causeur (2016)
> ### Aliases: erpcz
> ### Keywords: datasets
>
> ### ** Examples
>
> data(erpcz)
> erpplot(erpcz[,1:251],frames=seq(0,1001,4),xlab="Time (ms)",
+ ylab="ERP",main="ERP at electrode CZ")
>
>
>
>
>
> dev.off()
null device
1
>