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preprocessDataForMCMC Split, resample and apply FFT to time series for MCMC analysis. %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% DESCRIPTION: preprocessDataForMCMC: Split, resample and apply FFT to time series for MCMC analysis. CALL: >> procData = preprocessDataForMCMC(out ,pl) INPUTS: pl - a parameter list out - output data. OUTPUTS: procData - If the procData is a single object, then it packs all processed data to a collection object. Parameters Description %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
| Method Details | |
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| Access | public |
| Defining Class | ao |
| Sealed | 0 |
| Static | 0 |
| Sets for this method … |
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| Default |
Default |
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| no description | |||
| Key | Default Value | Options | Description |
| preprocessDataForMCMC | |||
| 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. |
| NOISE | '' | none | A matrix array of noise spectrum (PSD) used to compute the likelihood. |
| RANGE | [] | none | Range where the parameteters are sampled. |
| FREQUENCIES | [] | none | Array of frequencies where the analysis is performed. |
| F1 | [] | none | Initial frequency for the analysis. |
| F2 | [] | none | Final frequency for the analysis. |
| FSOUT | [] | none | Desired sampling frequency to resample the input time series |
| NUMERIC OUTPUT | 0 |
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Set to true to produce pure Matlab matrices as outputs |
| INMODEL | '' | none | Input model. Still under test |
| NAVS | 5 | none | The number of averages to use when calculating PSD and CPSD. |
| OUTMODEL | '' | none | Output model. Still under test |
| WIN | 0 |
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Windowing the data. |
| WIN TYPE | 'Hanning' |
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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. |
Example |
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| plist('INNAMES', '', 'OUTNAMES', '', 'MODEL', '', 'FITPARAMS', [[]], 'INPUT', '', 'NOISE', '', 'RANGE', [[]], 'FREQUENCIES', [[]], 'F1', [[]], 'F2', [[]], 'FSOUT', [[]], 'NUMERIC OUTPUT', [false], 'INMODEL', '', 'NAVS', [5], 'OUTMODEL', '', 'WIN', [false], 'WIN TYPE', 'Hanning', 'PSLL', [150], 'LEVELORDER', [2]) |
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| Some information of the method ao/preprocessDataForMCMC are listed below: | |
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| Class name | ao |
| Method name | preprocessDataForMCMC |
| Category | Signal Processing |
| Package name | ltpda |
| Can be used as modifier | 0 |
| Supported numeric types | {'double'} |
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Method: ao/ppsd | Method: ao/psd | ![]() |
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