Cross-validation and hypothesis testing in neuroimaging: An irenic comment on the exchange between Friston and Lindquist et al.
Philip T. ReissPublished in: NeuroImage (2015)
Keyphrases
- cross validation
- hypothesis testing
- model selection
- likelihood ratio
- support vector
- cross validated
- training set
- hyperparameters
- statistical tests
- generalization error
- human brain
- hypothesis test
- robust statistical
- information criterion
- null hypothesis
- sample size
- error estimates
- likelihood ratio test
- unseen data
- confidence intervals
- statistical analysis
- support vector machine