Table 3.
User choices for generating synthetic data in CIRCADA-S. To run with all replications having identical period (and other characteristics), set SD of periods to zero; a non-zero value results in a normally distributed set of periods with indicated mean and SD. Noise “scaled by the signal” is generated by taking Gaussian noise and multiplying pointwise by the signal, to imitate experimental data in which noise increases in proportion with the signal value.
Parameter | Range of values |
---|---|
Sampling interval | 0.125, 0.25, 0.5, 1, or 2 h |
Mean period | 20–28 hours |
Standard deviation (SD) of periods | 0–2 hours |
Peak location | 0–1 (any proportion of a cycle) |
Amplitude | 0–3 (arbitrary units) |
Waveform | Sinusoid, square wave, or asymmetric triangular wave |
Noise standard deviation | 0–3 (arbitrary units) |
Noise type | Gaussian, pink, brown, or scaled by the signal |
Trend | None, linear, or quadratic |
# of samples | 1–1000 |