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A Markov Chain Monte Carlo–based Hybrid Noise Inference for Continuous Wavelet Power Spectra: With Applications to Solar and Stellar Oscillatory Signals

  • Authors: Song Feng, Lin Li, Ding Yuan

Song Feng et al 2026 The Astrophysical Journal Supplement Series 285 .

  • Provider: AAS Journals

Caption: Figure 6.

GOES 1–8 Å light curve for a flare with quasiperiodic pulsations. (a) Observed soft X-ray flux. (b) Fourier power spectrum (FFT+MCMC). (c) Wavelet power spectrum from the CWT+AR(1) method. (d) Wavelet power spectrum from the CWT+MCMC method. Enhanced power near ∼80 s is visible in the Fourier spectrum, and a localized component at a similar period appears in the time–frequency domain. Black contours indicate the 95% confidence level.

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