Man pages for LambertW
Probabilistic 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... |
