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Environmental Time Series Interpolation Based on Spartan Random Processes
inference precision matrix gappy data atmospheric aerosol fine particulate PM2.5
2013/4/27
In many environmental applications, time series are either incomplete or irregularly spaced. We investigate the application of the Spartan random process to missing data prediction. We employ a novel ...
Convergence and representation theorems for set valued random processes
Convergence and representation theorems set valued random processes
2009/9/23
Convergence and representation theorems for set valued random processes。
Spectral representation and extrapolation of stationary random processes on linear spaces
Spectral representation extrapolation of stationary random processes linear spaces
2009/9/21
The paper deals with continuous Banach-space-valued
stationary random processes on linear spaces. From von Waldenfels'
1131 integral representation of positive definite functions on a linear
space ...
A survey of random processes with reinforcement
urn model urn scheme Pólya’s urn stochastic approximation dynamical system exchangeability Lyapunov function reinforced random walk ERRW VRRW learning agent-based model evolutionary game theory self-avoiding walk
2009/5/18
The models surveyed include generalized Polya urns, reinforced random walks, interacting urn models, and continuous reinforced processes. Emphasis is on methods and results, with sketches provided of ...