statsmodels.sandbox.distributions.transformed.squaretg¶

statsmodels.sandbox.distributions.transformed.squaretg = <statsmodels.sandbox.distributions.transformed.TransfTwo_gen object>¶

Distribution based on a non-monotonic (u- or hump-shaped transformation)

the constructor can be called with a distribution class, and functions that define the non-linear transformation. and generates the distribution of the transformed random variable

Note: the transformation, it’s inverse and derivatives need to be fully specified: func, funcinvplus, funcinvminus, derivplus, derivminus. Currently no numerical derivatives or inverse are calculated

This can be used to generate distribution instances similar to the distributions in scipy.stats.