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:Description:
Power Law (PL) function values at the given frequencies
with the pl_par parameters.
:Params:
INPUTS:
f - frequency vector
pl_par - power law parameters:
pl_par[0] --> c, constant factor
pl_par[1] --> beta, spectral index
OUTPUTS:
plfun - power law function
:Author:
Simone Di Matteo, Ph.D.
8800 Greenbelt Rd
Greenbelt, MD 20771 USA
E-mail: simone.dimatteo@nasa.gov
(See general/science/spd_mtm/models/pl/spd_mtm_pl_fun.pro)
:Description:
Evaluate the log-likelihood of
the power law (PL) PSD model.
:Params:
INPUTS:
pl_par - power law PSD parameters:
OUTPUTS:
M - log-likelihood
COMMON VARIABLES:
max_lklh
psd_ml - PSD for the maximum likelihood model fit
ff_ml - frequency vector for the maximum likelihood model fit
alpha_ml - half degree of freedom of the PSD at each frequency
:Uses:
spd_mtm_pl_norm.pro
spd_mtm_pl_fun.pro
:Author:
Simone Di Matteo, Ph.D.
8800 Greenbelt Rd
Greenbelt, MD 20771 USA
E-mail: simone.dimatteo@nasa.gov
(See general/science/spd_mtm/models/pl/spd_mtm_pl_lglk.pro)
:Description:
Constant normalization factor for the PL model estimated with
the maximum likelihood theoretical solution.
:Params:
INPUTS:
bet - spectral index
ff - Fourier frequencies vector
psd - power spectral density
alpha - half degree of freedom of Smtm for each frequency
OUTPUTS:
c - constant factor
:Author:
Simone Di Matteo, Ph.D.
8800 Greenbelt Rd
Greenbelt, MD 20771 USA
E-mail: simone.dimatteo@nasa.gov
(See general/science/spd_mtm/models/pl/spd_mtm_pl_norm.pro)
:Description:
Evaluate the log-likelihood of
the white noise (WHT) PSD model.
:Params:
INPUTS:
wht_par - power law PSD parameters:
OUTPUTS:
M - log-likelihood
COMMON VARIABLES:
max_lklh
psd_ml - PSD for the maximum likelihood model fit
ff_ml - frequency vector for the maximum likelihood model fit
alpha_ml - half degree of freedom of the PSD at each frequency
:Author:
Simone Di Matteo, Ph.D.
8800 Greenbelt Rd
Greenbelt, MD 20771 USA
E-mail: simone.dimatteo@nasa.gov
(See general/science/spd_mtm/models/pl/spd_mtm_wht_lglk.pro)