15 citations · 24 across the 3 of their papers we have counts for
3 papers
stat.AP2013★ 15 cited
Environmental Time Series Interpolation Based on Spartan Random Processes
M. Žukovič, D. T. Hristopulos
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…
physics.soc-ph2007★ 6 cited
Spartan Random Processes in Time Series Modeling
M. Zukovic, D. T. Hristopulos
A Spartan random process (SRP) is used to estimate the correlation structure of time series and to predict (extrapolate) the data values. SRP's are motivated from statistical physi…
math.ST2006★ 3 cited
On the Inference of Spatial Continuity using Spartan Random Field Models
Samuel Elogne, Dionisis Hristopulos
This paper addresses the inference of spatial dependence in the context of a recently proposed framework. More specifically, the paper focuses on the estimation of model parameters…