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A measure of statistical complexity based on predictive information
measure of statistical complexity predictive information
2011/1/19
We introduce an information theoretic measure of statistical structure, called ‘binding informa-tion’, for sets of random variables, and compare it with several previously proposed measures in-cluding...
A measure of statistical complexity based on predictive information
Statistics Theory (math.ST) Information Theory (cs.IT) Data Analysis Statistics and Probability (physics.data-an)
2010/12/17
We introduce an information theoretic measure of statistical structure, called 'binding information', for sets of random variables, and compare it with several previously proposed measures including e...
Statistical Complexity in Traveling Densities
Statistical complexity traveling densities distribution shape
2010/4/7
In this work, we analyze the behavior of statistical complexity in several systems where two identical densities that travel in opposite direction cross each other. The crossing between two Gaussian, ...