Statistics Directory Reference

Directory dependency graph for Statistics:

Files
file	CharacterNGram.h [code]
	A simple ngram model over characters, usually used for computing baseline generalization/accuracy measures.
file	FiniteHistory.h [code]
	A FiniteHistory stores the previous N examples of something of type T. This is used e.g. in MCMC in order to count the acceptance ratio on the previous N samples.
file	FleetStatistics.h [code]
file	MedianFAME.h [code]
	A streaming median class implementing the FAME algorithm Here, we initialize both the step size and M with the current sample http://citeseerx.ist.psu.edu/viewdoc/download?doi=10.1.1.108.7376&rep=rep1&type=pdf.
file	ReservoirSample.h [code]
	A simple resevoir sampling algorithm. One great disappointment is that this doesn't implement the version where you draw a random unifom for each number and store the lowest. That's such a pretty idea.
file	StreamingStatistics.h [code]
	A class to store a bunch of statistics about incoming data points, including min, max, mean, etc.