Bayesian local influence analysis: With an application to stochastic frontiers
Sign Up to like & getrecommendations! Published in 2018 at "Economics Letters"
DOI: 10.1016/j.econlet.2018.02.005
Abstract: A Bayesian alternative to Zhuo (2018) is presented. The method is of general interest as it presents an explicit formula for the local sensitivity of log marginal likelihood when observations vary by a small amount.… read more here.
Keywords: application stochastic; stochastic frontiers; analysis application; influence analysis ... See more keywords
Deep Bayesian local crystallography
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DOI: 10.1038/s41524-021-00621-6
Abstract: The advent of high-resolution electron and scanning probe microscopy imaging has opened the floodgates for acquiring atomically resolved images of bulk materials, 2D materials, and surfaces. This plethora of data contains an immense volume of… read more here.
Keywords: definition; deep bayesian; microscopy; atomically resolved ... See more keywords
Improving Bayesian Local Spatial Models in Large Datasets
Sign Up to like & getrecommendations! Published in 2019 at "Journal of Computational and Graphical Statistics"
DOI: 10.1080/10618600.2020.1814789
Abstract: ABSTRACT Environmental processes resolved at a sufficiently small scale in space and time inevitably display nonstationary behavior. Such processes are both challenging to model and computationally expensive when the data size is large. Instead of… read more here.
Keywords: spatial models; improving bayesian; local spatial; variance ... See more keywords