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We show how to control the generalization error of time series models wherein past values of the outcome are used to predict future values.
A note on convergence rates in the strong law for strong mixing sequences
convergence rates the strong law for strong mixing sequences
2009/9/22
For partial sums {S,) of a stationary ergodic sequence
{X,} with zero mean we find conditions for
m
ny-'Pr {sup (S Jk) > E ] < m
n= 1 k?n
in terms of the strong mixing weficients {a,,) and moment...
Basic properties of strong mixing conditions. A survey and some open questions
strong mixing conditions stationary sequences
2009/5/18
This is an update of, and a supplement to, a 1986 survey paper by the author on basic properties of strong mixing conditions.