FitResult — SciPy v1.15.2 Manual (original) (raw)
scipy.stats._result_classes.
class scipy.stats._result_classes.FitResult(dist, data, discrete, res)[source]#
Result of fitting a discrete or continuous distribution to data
Attributes:
paramsnamedtuple
A namedtuple containing the maximum likelihood estimates of the shape parameters, location, and (if applicable) scale of the distribution.
successbool or None
Whether the optimizer considered the optimization to terminate successfully or not.
messagestr or None
Any status message provided by the optimizer.
Methods
nllf([params, data]) | Negative log-likelihood function |
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plot([ax, plot_type]) | Visually compare the data against the fitted distribution. |