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- 1Covariance
- 1Heavy tails
- 1Linear process
- 1Long-range dependence
- 1Marcinkiewicz strong law of large numbers
- 1Rates of convergence
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Outer Products and Stochastic Approximation Algorithms in a Heavy-tailed and Long-range Dependent Setting
DownloadFall 2015
Classical time-series theories are mainly concerned with the statistical analysis of light-tailed and short-range dependent stationary linear processes. Applications in network theory and financial mathematics lead us to consider time series models with heavy tails and long memory. Heavy-tailed...
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