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[ascl:2201.001] EzTao: Easier CARMA Modeling

EzTao models time series as a continuous-time autoregressive moving-average (CARMA) process. EzTao utilizes celerite (ascl:1709.008), a fast and scalable Gaussian Process Regression library, to evaluate the likelihood function. On average, EzTao is ten times faster than other tools relying on a Kalman filter for likelihood computation.

Code site:
https://github.com/ywx649999311/EzTao
Used in:
https://ui.adsabs.harvard.edu/abs/2022MNRAS.512.5580S
Bibcode:
2022ascl.soft01001Y

Views: 2390

ascl:2201.001
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