INNAMES |
'' |
none |
Input names. Used for ssm models |
OUTNAMES |
'' |
none |
Output names. Used for ssm models |
MODEL |
'' |
none |
Model to fit. |
FITPARAMS |
[] |
none |
A cell array of evaluated parameters. |
INPUT |
'' |
none |
A matrix array of input signals. |
N |
1000 |
none |
number of samples of the chain. |
COV |
[] |
none |
covariance of the gaussian jumping distribution. |
NOISE |
'' |
none |
A matrix array of noise spectrum (PSD) used to compute the likelihood. |
RANGE |
[] |
none |
Range where the parameteters are sampled. |
MODELFREQDEPENDENT |
1 |
|
Set to true to use frequency dependent s models, set to false when using constant models |
SEARCH |
1 |
|
Set to true to use bigger jumps in parameter space during annealing and cool down. |
FREQUENCIES |
[] |
none |
Range of frequencies where the analysis is performed. If an array, only first and last are used |
FSOUT |
[] |
none |
Desired sampling frequency to resample the input time series |
SIMPLEX |
0 |
|
Set to true to perform a simplex search to find the starting parameters of the MCMC chain. |
MHSAMPLE |
1 |
|
Set to true to perform a mhsample search. This is set to true by default. Only to be set to false by the user if we does not want to perform the mcmc search |
PROPOSAL SAMPLER |
[] |
none |
Set the proposal PDF to sample from. If left empty the multivariate Gaussian is used. |
PROPOSAL PDF |
[] |
none |
Input the proposal PDF. This is needed when the proposal PDF is not symmetric.If this field is empty, a symmetric PDF is assumed. Check help for details. |
HEAT |
1 |
none |
The heat index flattening likelihood surface during annealing. |
TC |
[0 1] |
none |
An array of two values setting the initial and final value for the cooling down. |
X0 |
[] |
none |
The proposed initial values. |
UPDATE FIM FREQ |
[] |
none |
Provide with the desired frequency where the FIM should be updated. |
DIFFSTEP |
[] |
none |
The differentiation steps used for the computation of the Fisher Information matrix. If not provided the will be computed with the crb function. |
NGRID |
[] |
none |
Number of points in the grid to compute the optimal differentiation step for ssm models |
STEPRANGES |
[] |
none |
An array with upper and lower values for the parameters ranges. To be used to compute the optimal differentiation step for ssm models. |
PINV |
1 |
|
Use the Penrose-Moore pseudoinverse |
TOL |
[] |
none |
Tolerance for the Penrose-Moore pseudoinverse |
JUMPS |
[] |
none |
An array of four numbers setting the rescaling of the covariance matrix during the search phase. |
PLOT |
[] |
none |
Select indexes of the parameters to be plotted. |
DEBUG |
0 |
|
Set to true to get debug information of the MCMC process. |
INMODEL |
'' |
none |
Input model. Still under test |
NAVS |
1 |
none |
The number of averages to use when calculating PSD and CPSD. |
OUTMODEL |
'' |
none |
Output model. Still under test |
PRIOR |
'' |
none |
Mean, sigma and normalization factor for priors. Still under test |
ANNEAL |
'simul' |
|
Choose type of annealing during sampling. Default value is simulated annealing. Choose "thermo" for annealing with a thermostat. SNR is computed and if it is larger than a fixed value SNR0 (provided also in the plist), then the chains are heated by a factor of (SNR(1)/SNR0)^2. Choosing "simple" the deviation of the loglikelihood of every 10 points in the chains is stored. If this deviation is larger or smaller than two fixed values the chains are cooled or heated respectively. |
SNR0 |
200 |
none |
Fixed value for thermostated annealing. |
DELTAL |
[100 600 2 3] |
none |
Deviation of Loglikelihood for 10 points of the chains. Used forthe "simple" choice of annealing with a thermostat. |
WIN |
0 |
|
Windowing the data. |
WIN TYPE |
'BH92' |
- 'Rectangular'
- 'Welch'
- 'Bartlett'
- 'Hanning'
- 'Hamming'
- 'Nuttall3'
- 'Nuttall4'
- 'Nuttall3a'
- 'Nuttall3b'
- 'Nuttall4a'
- 'Nuttall4b'
- 'Nuttall4c'
- 'BH92'
- 'SFT3F'
- 'SFT3M'
- 'FTNI'
- 'SFT4F'
- 'SFT5F'
- 'SFT4M'
- 'FTHP'
- 'HFT70'
- 'FTSRS'
- 'SFT5M'
- 'HFT90D'
- 'HFT95'
- 'HFT116D'
- 'HFT144D'
- 'HFT169D'
- 'HFT196D'
- 'HFT223D'
- 'HFT248D'
- 'Kaiser'
- 'levelledHanning'
|
Choose the type of the spectral window. |
PSLL |
150 |
none |
Only if 'win' is set to 'true'. If you choose a 'kaiser' window, you can also specify the peak-sidelobe-level. |
LEVELORDER |
2 |
none |
Only if 'win' is set to 'true'. If you choose a 'levelledHanning' window, you can also specify the order of the contraction. |