The shape parameter of a distribution determines the shape of distribution function. The shape is either estimated from the data or specified based on historical process knowledge.

Interpretation

The shape parameter for a given distribution can affect how symmetric or skewed the data are.

Effect of the shape parameter for a Weibull distribution

This graph shows the effect of the different values of the shape parameter on the Weibull distribution.

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