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02/26/2022
A Log-Gaussian Cox Process with Sequential Monte Carlo for Line Narrowing in Spectroscopy
We propose a statistical model for narrowing line shapes in spectroscopy...
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12/24/2021
Annealed Leap-Point Sampler for Multimodal Target Distributions
In Bayesian statistics, exploring multimodal posterior distribution pose...
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05/15/2021
Spatial Statistics
Spatial statistics is an area of study devoted to the statistical analys...
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05/10/2021
Warped Gradient-Enhanced Gaussian Process Surrogate Models for Inference with Intractable Likelihoods
Markov chain Monte Carlo methods for intractable likelihoods, such as th...
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05/14/2020
Bayesian quantification for coherent anti-Stokes Raman scattering spectroscopy
We propose a Bayesian statistical model for analyzing coherent anti-Stok...
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04/08/2020