Kriging

Presentation Summary

In these slides, I present:

• Basic idea behind the kriging algorithm.
• Implementation of ordinary kriging applied to 1D interpolation.

Examples

• okrig.py: ordinary kriging on noisy sin(x) data
• skl.py: sklearn gpr applied to data imported from okrig.py

References

• Kriging Example
• Ordinary Kriging
• Gaussian Process for Machine Learning, C. E. Rasmussen and C. K. I. Williams 2006

All Signal Processing

• by Yubo "Paul" Yang · Compressive Sensing
• by Yubo 'Paul' Yang · Kriging
• by Benjamin Villalonga Correa · Audio Compression
• by Benjamin Villalonga Correa · Pitch Correction
• by Dot Silverman · Crocheting Hypberbolic Surfaces
• by Eli Chertkov · Error Correcting Codes
• by Alex Munoz · Fractal Compression
• by Brian Busemeyer · Compressed sensing
• by Eli Chertkov · Kalman Filter