LambertW-package | Lambert W simulation and estimation |
AA | Australian athletes data set |
d1W | First derivative of W (non-principal branch) |
d1W_1 | First derivative of W (non-principal branch) |
delta.01 | Appropriate delta for zero mean, unit variance output |
delta.GMM | GMM estimation of delta only |
delta.test | Test for significant delta |
dLambertW | Probability density of Y |
get.input | Back-transform Y to X |
H | Underlying transformation H |
H_delta | Transformation with delta |
IGMM | Iterative Generalized Method of Moments - IGMM |
IGMM.default | Iterative Generalized Method of Moments (IGMM) |
KS.test.t | Kolmogorov - Smirnov test for student-t data |
LambertW | Lambert W simulation and estimation |
mc | MedCouple Estimator |
MLE_LambertW | Maximum Likelihood |
MLE_LambertW.default | Maximum Likelihood |
mom.LambertW.U.Gauss | Moments of Y for Standard Gaussian input |
mom.LambertW.X.Gauss | Moments of Y for Gaussian input |
normfit | Graphical and stastical Gaussianity check |
pLambertW | Cumulative distribution function |
plot.LWest | Plot Estimation results |
print.summary.LWest | Summary of estimation |
p_1 | Non-principal branch probability |
qLambertW | Quantile function |
qqLambertW | QQ - Plot for Lambert W |
rLambertW | Random generation for Lambert W RV |
sd | Standard deviation |
summary.LWest | Summary of Lambert W estimation |
support | Truncated support |
vec.norm | Euclidean norm |
W | Lambert W function (principal branch) |
W_1 | Lambert W function (non-principal branch) |
W_delta | Inverse transformation |
W_delta_1 | Inverse transformation (non-principal) |