A Fast Chi-squared Technique For Period Search of Irregularly Sampled Data
classification
⚛️ physics.data-an
astro-ph.IM
keywords
algorithmfastdatacalculateschi-squaredcodecomputationally-content
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A new, computationally- and statistically-efficient algorithm, the Fast $\chi^2$ algorithm, can find a periodic signal with harmonic content in irregularly-sampled data with non-uniform errors. The algorithm calculates the minimized $\chi^2$ as a function of frequency at the desired number of harmonics, using Fast Fourier Transforms to provide $O (N \log N)$ performance. The code for a reference implementation is provided.
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