Statistical Inference for Asymptotic Efficient Closed-Form Estimators

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Documentation for package ‘MLEce’ version 1.0.1

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BiGam_CE Get closed-form estimator for Bivariate gamma
BiGam_MME MME for Bivariate gamma
BiWei_CE Get root-n consistent closed-form estimator by correlation method and MLE.
BiWei_info Calculating MLEce for Bivariate weibull
BiWei_ML Get MLE for Bivariate weibull
CD2 CD2 statistics for GCVM gof test
coef.MLEce Extracting estimates. 'coef' extracts estimated parameters.
computeTime compute MLEce and MLE
cor_method Get root-n consistent estimator by correlation method.
dBiGam log-likelihood for Bivariate gamma
dBiWei Evaluating bivariate Weibull distribution of Gumbel-type
delta_score_probit Calculating delta score
Diri_CE Get MLEce for dirichlet
Diri_CE_bt beta tilde: root-n consistent estimator
Diri_MLE Get MLE for dirichlet
Diri_MME Get MME for dirichlet
flood The flood events data of the Madawaska basin.
fossil_pollen The counts data of the frequency of occurrence of different kinds of pollen grains.
gof test goodness of fit
llk Negative Log likelihood function for dirichlet data
MLEce Calculating a value of MLEce according to a distribution
MLEce_est Estimate MLEce
MLE_est Statistical inference of MLE
plot.MLEce Providing some plots for MLEce
print.coef.MLEce Extracting estimates. 'coef' extracts estimated parameters.
print.gof test goodness of fit
print.MLEce Calculating a value of MLEce according to a distribution
print.summary.MLEce Summarizing MLEce function
rBiGam random generation for the Bivariate Gamma distribution with (shape1, shape2, scale).
rBiWei Generating random number for the bivariate Weibull distribution with (alpha1, beta1, alpha2, beta2, delta).
RNCE_est Statistical inference of root-n consistent estimator
Rosen Rosen's transformation for GCVM gof test
SD2fun.diri SD2 statistics for GCVM gof test
SD2fun.gam SD2 statistics for GCVM gof test
stbz stabilization
summary.MLEce Summarizing MLEce function