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UQResults: add docstrings for undocumented attributes (#360)
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luisfabib authored Aug 3, 2022
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Showing 1 changed file with 17 additions and 2 deletions.
19 changes: 17 additions & 2 deletions deerlab/classes.py
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Expand Up @@ -87,19 +87,34 @@ class UQResult:
type : string
Uncertainty quantification approach:
* 'covariance' - Covariance-based uncertainty analysis
* 'bootstrap' - Bootstrapped uncertainty analysis
* ``'covariance'`` - Covariance-based uncertainty analysis
* ``'bootstrap'`` - Bootstrapped uncertainty analysis
* ``'profile'`` - Likelihood profile uncertainty analysis
* ``'void'`` - Empty uncertainty analysis
mean : ndarray
Mean values of the uncertainty distribution of the parameters.
median : ndarray
Median values of the uncertainty distribution of the parameters.
std : ndarray
Standard deviations of the uncertainty distribution of the parameters.
covmat : ndarray
Covariance matrix
nparam : int scalar
Number of parameters in the analysis.
samples : ndarray
Bootstrap samples of the parameters. Only available for ``type='bootstrap'``.
profile : ndarray
Likelihood profile of the parameters. Only available for ``type='profile'``.
threshold : scalar
Treshold value used for the profile method. Only available for ``type='profile'``.
Methods
-------
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