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 of the given RV. |
entropy(*args, **kwds) | Differential entropy of the RV. |
est_loc_scale(*args, **kwds) | est_loc_scale is deprecated! |
expect([func, args, loc, scale, lb, ub, ...]) | Calculate expected value of a function with respect to the distribution. |
fit(data, *args, **kwds) | Return MLEs for shape, location, and scale parameters from data. |
fit_loc_scale(data, *args) | Estimate loc and scale parameters from data using 1st and 2nd moments. |
freeze(*args, **kwds) | Freeze the distribution for the given arguments. |
interval(alpha, *args, **kwds) | Confidence interval with equal areas around the median. |
isf(q, *args, **kwds) | Inverse survival function at q of the given RV. |
logcdf(x, *args, **kwds) | Log of the cumulative distribution function at x of the given RV. |
logpdf(x, *args, **kwds) | Log of the probability density function at x of the given RV. |
logsf(x, *args, **kwds) | Log of the survival function of the given RV. |
mean(*args, **kwds) | Mean of the distribution |
median(*args, **kwds) | Median of the distribution. |
moment(n, *args, **kwds) | n’th order non-central moment of distribution. |
nnlf(theta, x) | Return negative loglikelihood 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 |
std(*args, **kwds) | Standard deviation of the distribution. |
var(*args, **kwds) | Variance of the distribution |