249 citations · 252 across the 6 of their papers we have counts for
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astro-ph.CO2026
Time delays and stationarity in quasar light curves
Namu Kroupa, David Yallup, Will Handley
We present a fully Bayesian framework for time delay inference and stationarity tests in quasar light curves using marginalised Gaussian processes. The model separates a determinis…
astro-ph.CO2023★ 3 cited
Kernel-, mean- and noise-marginalised Gaussian processes for exoplanet transits and inference
Namu Kroupa, David Yallup, Will Handley +1
Using a fully Bayesian approach, Gaussian Process regression is extended to include marginalisation over the kernel choice and kernel hyperparameters. In addition, Bayesian model c…