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scikits.statsmodels.sandbox.distributions.transformed.ExpTransf_gen

class scikits.statsmodels.sandbox.distributions.transformed.ExpTransf_gen(kls, *args, **kwargs)[source]

Distribution based on log/exp transformation

the constructor can be called with a distribution class and generates the distribution of the transformed random variable

Methods

cdf(x, *args, **kwds) Cumulative distribution function at x of the given RV.
entropy(*args, **kwds) Differential entropy of the RV.
est_loc_scale(data, *args)
fit(data, *args, **kwds)
freeze(*args, **kwds)
isf(q, *args, **kwds) Inverse survival function at q of the given RV.
moment(n, *args) n’th order non-central moment of distribution
nnlf(theta, x) Negative log likelihood function.
pdf(x, *args, **kwds) Probability density function at x of the given RV.
ppf(q, *args, **kwds) Percent point function (inverse of cdf) at q of the given RV.
rvs(*args, **kwds) Random variates of given type.
sf(x, *args, **kwds) Survival function (1-cdf) at x of the given RV.
stats(*args, **kwds) Some statistics of the given RV

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