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ERPinR | Significance analysis of Event-Related Potentials data

ERP: Significance analysis of Event-Related Potentials data in R ERP is an R package which provides multiple testing procedures designed for Event-Related Potentials (ERP) data in a linear model framework. These procedures are reviewed and compared in Sheu, Perthame, Lee, & Causeur (2016). Some of the methods gathered in the package are the classical FDR-…

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ERP: Significance analysis of Event-Related Potentials data in R ERP is an R package which provides multiple testing procedures designed for Event-Related Potentials (ERP) data in a linear model framework. These procedures are reviewed and compared in Sheu, Perthame, Lee, & Causeur (2016). Some of the methods gathered in the package are the classical FDR-…
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ERPinR | Significance analysis of Event-Related Potentials data | erpinr.org Reviews

https://erpinr.org

ERP: Significance analysis of Event-Related Potentials data in R ERP is an R package which provides multiple testing procedures designed for Event-Related Potentials (ERP) data in a linear model framework. These procedures are reviewed and compared in Sheu, Perthame, Lee, & Causeur (2016). Some of the methods gathered in the package are the classical FDR-…

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1

Methods | ERPinR

https://erpinr.org/methods

Significance analysis of Event-Related Potentials data. Tests on averaged ERPs. Control of false positives. Flexible handling of time-correlation. The package provides a collection of multiple testing methods for ERP data in the scope of linear models. The best way to discover these methods is by following the tutorial. Section of the ERP website. A brief summary is given hereby:. Classical FDR- and FWER-controlling multiple testing procedures for ERP data in a linear model framework. Tests on averaged E...

2

Illustrative ERP study | ERPinR

https://erpinr.org/tutorial/illustrative-erp-study

Significance analysis of Event-Related Potentials data. Tests on averaged ERPs. Control of false positives. Flexible handling of time-correlation. First, to load the package, type the following command in the R console:. The ERP dataset erpcz can now be loaded:. You can have more information about this dataset in the corresponding help file:. Leave a Reply Cancel reply. Enter your comment here. Fill in your details below or click an icon to log in:. Address never made public). Tests on averaged ERPs.

3

Download | ERPinR

https://erpinr.org/install

Significance analysis of Event-Related Potentials data. Tests on averaged ERPs. Control of false positives. Flexible handling of time-correlation. R, a free software environment for statistical computing and graphics. R compiles and runs on a wide variety of UNIX platforms, Windows and MacOS. To download R, please start from the Comprehensive R Archive Network ( CRAN. Webpage. When starting a R session, the basic R environment appears with only the R console window opened:. Leave a Reply Cancel reply.

4

Plotting ERP curves | ERPinR

https://erpinr.org/tutorial/plotting-erp-curves

Significance analysis of Event-Related Potentials data. Tests on averaged ERPs. Control of false positives. Flexible handling of time-correlation. Shortly, the dataset contains 40 ERP curves in its 251 first columns. The last two colums, named Subject and Instruction, gives for each curve the corresponding subject and its membership to an experimental group. The following command produces a plot of the ERP curves:. A plot is generated with the following content:. Leave a Reply Cancel reply.

5

References | ERPinR

https://erpinr.org/references

Significance analysis of Event-Related Potentials data. Tests on averaged ERPs. Control of false positives. Flexible handling of time-correlation. Some papers which are referred to in the tutorial:. Benjamini, Y., Hochberg, Y. 1995. Controlling the false discovery rate: A practical and powerful approach to multiple testing. Journal of the Royal Statistical Society, Ser. B, 57, 289 300. Groppe, D. M., Urbach, T. P., Kutas, M. 2011. Mass univariate analysis of event-related brain po...Leek, J.T., S...Sun, ...

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ERPinR | Significance analysis of Event-Related Potentials data

Significance analysis of Event-Related Potentials data. Graphical exploration of ERP data with R. Tests on averaged ERPs. Control of false positives. Flexible handling of time-correlation. ERP: Significance analysis of Event-Related Potentials data in R. R package available on the CRAN. David Causeur is Professor in the Department of Statistics and Computer Science, Agrocampus, Rennes, France. Ching-Fan Sheu is Professor in the Institute of Education, National Cheng-Kung University, Tainan, Taiwan. You a...

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