HoneyComb
asteroseismology on the cheap
MIT License
HoneyComb
Asteroseismology on the cheap. Or really the expensive.
Authors
- Ruth Angus (Oxford) (Harvard CfA)
- Dan Foreman-Mackey (NYU CCPP)
- David W. Hogg (NYU CCPP) (MPIA)
License
Copyright 2014, 2015 the authors.
HoneyComb is open-source software released under the MIT License.
See the file LICENSE for details.
Projects
- Stellar asteroseismology or parameter estimation without explicit line identification or peak identification in the periodogram.
- Replacement of the FFT or periodogram with a model that generates the data, including heterogenous, finite integration times on a heterogeneous grid, and heteroskedastic noise.
- Measurement of stellar oscillations at frequencies well above the classic "Nyquist" limit.
- Analysis and advice regarding exposure times and exoposure-time heterogeneity for astrophysics experiments.
Philosophy
In many data-analysis problems in the physical sciences, the observations are (effectively) noisy projections of the world. "The world" is itself a large set of continuous functions (fields) of space, time, momentum, and so on. The world has an essentially infinite number of degrees of freedom, while the observations are always limited in number and signal-to-noise. However, the things we need to know about the world are in many cases quite limited. Good data analysis will infer what we need to infer but avoid estimating all the details of all the continuous fields.