24 citations · 24 across the 1 of their papers we have counts for
2 papers
stat.AP2021★ 24 cited
Non-parametric Kernel-Based Estimation of Probability Distributions for Precipitation Modeling
Andrew Pavlides, Vasiliki Agou, Dionissios T. Hristopulos
The probability distribution of precipitation amount strongly depends on geography, climate zone, and time scale considered. Closed-form parametric probability distributions are no…
math.ST2020
Stochastic Local Interaction Model: Geostatistics without Kriging
Dionissios T. Hristopulos, Andreas Pavlides, Vasiliki D. Agou +1
Classical geostatistical methods face serious computational challenges if they are confronted with large sets of spatially distributed data. We present a simplified stochastic loca…