Topic · Statistics and Probability · Mathematics
OpenAlex topic; a paper is listed when OpenAlex scores it at least 0.5 for this topic.
3 papers
Cyril R Pernet, Guillaume A. Rousselet, Ignacio Suay Mas, Ramon Martinez, Rand R. Wilcox, Arnaud Delorme A
The paper introduces a method to reduce outlier influence in EEG data using principal component projection weights in linear models, improving statistical power and controlling error rates.
Aperture Neuro · Mar 22, 2022Peer-reviewedNeuroscience
Meng Wang, Lihua Jiang, Michael P. Snyder
This paper introduces AdaReg, a data-adaptive robust estimation method for linear regression, showing improved performance on GTEx gene expression data compared to fixed gamma methods.
Statistical Applications in Genetics and Molecular Biology · Apr 1, 2021Peer-reviewedBioinformatics
Rand R. Wilcox, Guillaume A. Rousselet
The paper provides guidelines for using modern statistical methods in neuroscience to improve power and control Type I error rates.
Current Protocols in Neuroscience · Jan 1, 2018Peer-reviewedNeuroscience