# Man pages for LambertWProbabilistic Models to Analyze and Gaussianize Heavy-Tailed, Skewed Data

 analyze_convergence Analyze convergence of Lambert W estimators beta-utils Utilities for parameter vector beta of the input distribution bootstrap Bootstrap Lambert W x F estimates common-arguments Common arguments for several functions datasets Datasets delta_01 Input parameters to get zero mean, unit variance output given... delta_GMM Estimate delta delta_Taylor Estimate of delta by Taylor approximation deprecated-functions List of deprecated functions distname-utils Utilities for distributions supported in this package estimate-moments Skewness and kurtosis gamma_01 Input parameters to get a zero mean, unit variance output for... gamma_GMM Estimate gamma gamma_Taylor Estimate gamma by Taylor approximation Gaussianize Gaussianize matrix-like objects G_delta_alpha Heavy tail transformation for Lambert W random variables get_gamma_bounds Get bounds for gamma get_input Back-transform Y to X get_output Transform input X to output Y get_support Computes support for skewed Lambert W x F distributions H_gamma H transformation with gamma IGMM Iterative Generalized Method of Moments - IGMM ks_test_t One-sample Kolmogorov-Smirnov test for student-t distribution LambertW_fit-methods Methods for Lambert W\times F estimates LambertW_input_output-methods Methods for Lambert W input and output objects LambertW-package R package for Lambert W \times F distributions LambertW-toolkit Do-it-yourself toolkit for Lambert W \times F distribution LambertW-utils Utilities for Lambert W \times F Random Variables loglik-LambertW-utils Log-Likelihood for Lambert W\times F RVs lp_norm lp norm of a vector medcouple_estimator MedCouple Estimator MLE_LambertW Maximum Likelihood Estimation for Lambert W \times F... p_m1 Non-principal branch probability tau-utils Utilities for transformation vector tau test_normality Visual and statistical Gaussianity check test_symmetry Test symmetry based on Lambert W heavy tail(s) theta-utils Utilities for the parameter vector of Lambert W\times F... U-utils Zero-mean, unit-variance version of standard distributions W Lambert W function, its logarithm and derivative W_delta Inverse transformation for heavy-tail Lambert W RVs W_gamma Inverse transformation for skewed Lambert W RVs xexp Transformation that defines the Lambert W function and its...
LambertW documentation built on Sept. 22, 2022, 5:07 p.m.