cocons

Covariate-Based Covariance Functions for Nonstationary Spatial Modeling

CRAN Package

Estimation, prediction, and simulation of nonstationary Gaussian process with modular covariate-based covariance functions. Sources of nonstationarity, such as trend, variance, geometric anisotropy, smoothness, and nugget, can be considered based on spatial characteristics. An induced compact-supported nonstationary covariance function is provided, enabling fast and memory-efficient computations when handling densely sampled domains.

  • Version0.1.3
  • R version≥ 3.5.0
  • LicenseGPL (≥ 3)
  • Needs compilation?Yes
  • Last release10/15/2024

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  • Imports5 packages
  • Linking To2 packages