Matt Craddock
Matt Craddock
Blog
Publications
About me
The Time-Frequency Transform
Jackknife intertrial coherence and phase
In my last post, I gave a brief introduction to intertrial coherence, which is a measure of how consistent oscillatory phase is across …
Last updated on Sep 7, 2020
6 min read
EEG
,
eegUtils
,
ITC
,
R
What is intertrial coherence?
Intertrial coherence (ITC) is a measure of how consistent oscillatory phase is across an ensemble of trials. In the schematic below, we …
Jun 12, 2020
6 min read
EEG
,
eegUtils
,
ITC
,
R
EEG processing with Python, but in R: redux
Two years ago I wrote a post demonstrating Python pre-processing of EEG data using Python chunks in an RMarkdown document. This worked …
Apr 28, 2019
4 min read
EEG
,
ERPs
,
R
,
ggplot2
,
Python
,
MNE
,
MNE-r
Building up an ERP
How averaging over repetitions produces an event related potential and separates signal from noise
Aug 21, 2018
3 min read
EEG
,
ERPs
,
ggplot2
,
eegUtils
More on reaction times
I previously replicated some simulations from a journal article by Ratcliff (1993) 1. These sims demonstrate that transformations such …
Apr 8, 2018
6 min read
RTs
,
statistics
Analysing reaction times - Revisiting Ratcliff (1993) (pt 1)
Reaction times are a very common outcome measure in psychological science. Frequently, people use the mean to summarise reaction time …
Dec 4, 2017
12 min read
RTs
,
outliers
,
Ratcliff
,
statistics
Loading EEGLAB .set files in R - part 2
In the last post, I showed how you can get the EEG data from EEGLAB .set files saved as Matlab v7.3 files, but that there are some …
Nov 17, 2017
10 min read
EEG
,
R
,
EEGLAB
Loading EEGLAB .set files in R - part 1
Like a lot of people, I’ve been using EEGLAB and Fieldtrip for years and have a lot of data already processed using those packages. It …
Nov 16, 2017
5 min read
EEG
,
R
»
Cite
×