Points of Significance: Statistics versus machine learning

Points of Significance: Ensemble methods: bagging and random forests

(2017) Naomi Altman et al.   NATURE METHODS

Points of Significance: Machine learning: a primer

(2017) Danilo Bzdok et al.   NATURE METHODS

Classical Statistics and Statistical Learning in Imaging Neuroscience

(2017) Danilo Bzdok   Frontiers in Neuroscience

Classification evaluation

(2016) Jake Lever et al.   NATURE METHODS

Sampling distributions and the bootstrap

(2015) Anthony Kulesa et al.   NATURE METHODS

Comparing samples—part II

(2014) Martin Krzywinski et al.   NATURE METHODS