The most up-to-date list of my publications can be found on Google Scholar.
I’ve contributed several columns to the Nature Methods Points of Significance column on statistics.
Regression can be used on categorical responses to estimate probabilities and to classify.
It is important to understand both what a classification metric expresses and what it hides.
“With four parameters I can fit an elephant and with five I can make him wiggle his trunk”. John von Neumann
Constraining the magnitude of parameters of a model can control its complexity
PCA helps you interpret your data, but it will not always find the important patterns.