Harmonizing Spatial Data For Geospatial Modeling Part II
To complicate the situation even more I am going to throw in one more model to the mix, a spatial mixture model, which accounts for the... »
Harmonizing Spatial Data For Geospatial Modeling Part I
Having had a bulk of my statistical training done under the the tutelage of the Institute for Health Metrics and Evaluation (IHME), I was very much... »
Explicit Link Between GMRF to GF (Part 2)
This is a continuation of the write up describing the main results of a foundational paper in geostatistics “An explicit link between Gaussian fields and Gaussian... »
Explicit Link Between GMRF to GF (Part 1)
This is largely a write up describing the main results of a foundational paper in geostatistics “An explicit link between Gaussian fields and Gaussian Markov random... »
Confidence Intervals & Bias
In order to get a good idea of the underlying theory of frequentist confidence intervals and how model assumptions could potentially bias our results we examine... »