Planck-Tapered Broken Power Law Plus Two Peaks

planck_tapered_broken_power_law_plus_two_peaks ¶

Broken power law plus two peaks distribution with Planck tapering.

Functions¶

planck_tapered_broken_power_law_plus_two_peaks ¶

planck_tapered_broken_power_law_plus_two_peaks(key: Array, n_samples: int, alpha_1: float, alpha_2: float, transition: float, minimum: float, maximum: float, mean_1: float, sigma_1: float, mean_2: float, sigma_2: float, taper_range: float, lambda_0: float, lambda_1: float, n_grids: int = 1000) -> Array

Draw samples from the Planck tapered broker power law plus two peaks distribution.

Parameters:

Name	Type	Description	Default
`key`	`Array`	Random key.	required
`n_samples`	`int`	Number of samples.	required
`alpha_1`	`float`	Spectral index of the first power law.	required
`alpha_2`	`float`	Spectral index of the second power law.	required
`transition`	`float`	Transition point of the broken power law.	required
`minimum`	`float`	Minimum of the distribution.	required
`maximum`	`float`	Maximum of the distribution.	required
`mean_1`	`float`	Mean of the first peak.	required
`sigma_1`	`float`	Standard deviation of the first peak.	required
`mean_2`	`float`	Mean of the second peak.	required
`sigma_2`	`float`	Standard deviation of the second peak.	required
`taper_range`	`float`	Range of the tapering.	required
`lambda_0`	`float`	Mixing fraction of the power law.	required
`lambda_1`	`float`	Mixing fraction of the first peak.	required
`n_grids`	`int`	Number of grid points to evaluate the CDF.	`1000`

Returns:

Type	Description
`Array`	An array of samples.