smica.component.Source1Dexp Class Reference

Source positive. More...

Inheritance diagram for smica.component.Source1Dexp:

Public Member Functions
def	set_powspec
def	powspec
def	get_thetascore
def	get_thetafim
Public Member Functions inherited from smica.component.Source1D
def	__init__
def	get_dim
def	set_theta
def	get_theta
def	get_thetascore
def	get_thetaroot
def	get_thetaroot_local
def	get_thetafim
def	close_form
Public Member Functions inherited from smica.component.Source
def	is_astro
def	set_dim
def	__init__
def	set_mixmat
def	fix_mixmat
def	set_powspec
def	fix_powspec
def	mixmat
def	powspec
def	autopowspec
def	covariance
def	score_mixmat
def	score_powspec
def	plot_mixmat
def	plot_powspec
Public Member Functions inherited from smica.component.Component
def	plot_power
def	plot_em
def	set_gaussian_prior
def	get_penalty
def	get_score_penalty
def	get_fim_penalty

Additional Inherited Members
Public Attributes inherited from smica.component.Source1D
	ndet
	nbin
	name

Detailed Description

Source positive.

---

A one dimensional source component.

The mixing matrix is a column vector (ndet, 1) and power
spectrum is described by a vector (1, nbin).

Member Function Documentation

def smica.component.Source1Dexp.get_thetafim	(		self,
			iRr,
			w
	)

Return Fisher Information Matrix.

Parameters
----------
iRr : array-like, shape (ndet, ndet, nbin).
iRr is the square root of the inverse of the covariance of the
model, which is constant for all components.
w : array-like, shape (1, nbin). w is half the number of modes for each bin.

Returns
----------
array-like, shape (N, N), where N is the number of free parameters.

def smica.component.Source1Dexp.get_thetascore	(		self,
			D
	)

Return likelihood first derivative values wrt component
parameters as a vector.

Parameters
----------
D : array-like, shape (ndet, ndet, nbin).
D is the first derivative of the likelihood wrt the covariance
of the model, which is constant for all components.

Returns
----------
array-like, shape (N, 1), where N is the number of free parameters.

def smica.component.Source1Dexp.powspec	(		self,
			bin = None
	)

Return power spectra array.

Parameters
----------
bin : bin number. If None, complete array is returned.

Returns
-------
array, shape (dim, dim, nbin).

def smica.component.Source1Dexp.set_powspec	(		self,
			powspec,
			bin = None,
			fixed = None
	)

Set power spectra array.

Parameters
----------
powspec : array-like, shape (dim, dim, nbin).
bin : bin number. If None, all bins are set.
fixed : array-like, shape (dim, dim, nbin)
Entries which are not equal to zero point to
fixed indices.  It is also possible to use keywords 'all' and
'null' to fix (respectively) all parameters or none.

---

The documentation for this class was generated from the following file:

• smica/component.py