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basic statistics | simple steps to improve statistical analyses in neuroscience & psychology | garstats.wordpress.com Reviews
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the percentile bootstrap | basic statistics
https://garstats.wordpress.com/2016/05/27/the-percentile-bootstrap
Simple steps to improve statistical analyses in neuroscience and psychology. The bootstrap is a computer-based method for assigning measures of accuracy to statistical estimates. Efron and Tibshirani, An introduction to the bootstrap, 1993. The central idea is that it may sometimes be better to draw conclusions about the characteristics of a population strictly from the sample at hand, rather than by making perhaps unrealistic assumptions about the population. Mooney and Duval, Bootstrapping, 1993. Witho...
Simple steps for more informative ERP figures | basic statistics
https://garstats.wordpress.com/2016/04/02/simple-steps-for-more-informative-erp-figures
Simple steps to improve statistical analyses in neuroscience and psychology. Simple steps for more informative ERP figures. I read, review and edit a lot of ERP papers. A lot of these papers have in common shockingly poor figures. Here I’d like to go over a few simple steps that can help to produce much more informative figures. The data and the code to reproduce all the examples are available on github. Figure 1. Standard ERP figure. How can we improve this figure? We can generate noise in Matlab or R f...
Matlab code for the shift function: a powerful tool to compare two entire marginal distributions | basic statistics
https://garstats.wordpress.com/2016/07/29/matlab-shift-function
Simple steps to improve statistical analyses in neuroscience and psychology. Matlab code for the shift function: a powerful tool to compare two entire marginal distributions. Recently, I presented R code. For the shift function, a powerful tool to compare two entire marginal distributions. The Matlab code is now available on github. Is the version for dependent groups. For independent groups (equivalent to. In R); as. For dependent groups (equivalent to. Along with the function. A few simple steps to imp...
Essential readings | basic statistics
https://garstats.wordpress.com/essential-readings
Simple steps to improve statistical analyses in neuroscience and psychology. Here is a growing list of some of my favourite articles on data analysis; mostly articles I recommend to students or when reviewing or editing papers. Review & position papers. JW (1969) Analyzing Data – Sanctification or Detective Work. 83-91 [inspiring thoughts from a true visionary, hinting at what will become data science]. Problems with frequentist statistics. Solutions to common issues. RC, Zhang, S., Preacher, K.J...EA, E...
the shift function: a powerful tool to compare two entire distributions | basic statistics
https://garstats.wordpress.com/2016/07/12/shift-function
Simple steps to improve statistical analyses in neuroscience and psychology. The shift function: a powerful tool to compare two entire distributions. The R code for this post is available on github. And is based on Rand Wilcox’s WRS R package. With extra visualisation functions written using. The R code for the 2013 percentile bootstrap version of the shift function was also covered here. Matlab code is described in another post. The distributions differ only in central tendency, not in other aspects;.
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Scatterplotting time series – NeuroAnaTody
http://neuroanatody.com/2016/09/scatterplotting-time-series
A cognitive look at neuroscience. September 16, 2016. These thoughts about plotting were largely inspired by Guillaume Rousselet’s blog. Let’s start with this combined scatter ERP/ERF plot:. Not only do the mean and variance here – identical in all four plots – come from different distributions, but if we performed four standard parametric t-tests on these data, contrasting x vs. y values, we would get identical results. We could, for example, plot. We could plot a mean difference wave, individual differ...
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basic statistics | simple steps to improve statistical analyses in neuroscience & psychology
Simple steps to improve statistical analyses in neuroscience and psychology. Matlab code for the shift function: a powerful tool to compare two entire marginal distributions. Recently, I presented R code. For the shift function, a powerful tool to compare two entire marginal distributions. The Matlab code is now available on github. Is the version for dependent groups. For independent groups (equivalent to. In R); as. For dependent groups (equivalent to. Along with the function. A few simple steps to imp...
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