R: Generalized Exponentiated Composite Distributions

# Generalized Exponentiated Composite Distributions

## Documentation for package ‘GEC’ version 0.1.0

- DESCRIPTION file

## Help Pages

asymptotic_eep | Asymptotic Wald's test for testing the exponent in a EEP model.
asymptotic_eigp | Asymptotic Wald's test for testing the exponent in a EIGP model.
cdf_eep | The cumulative distribution function of EEP.
cdf_eigp | The cumulative distribution function of EIGP.
eep_nll | The EEP Negative Log-likelihood Function.
eep_optim | The Wrapper Function that Returns the Final Estimates from Maximum Likelihood Estimation for EEP.
eep_sampling | The Random Number Generation Function for EIGP
eigp_nll | The EIGP Negative Log-likelihood Function.
eigp_optim | The Wrapper Function that Returns the Final Estimates from Maximum Likelihood Estimation for EIGP.
eigp_sampling | The Random Number Generation Function for EIGP
exp_eep | The negative log density of a sample item if it follows exponential in a EEP model
hazard_eep | The hazard function of EEP.
hazard_eigp | The hazard function of EIGP.
inv_gamma_eigp | The negative log density of a sample item if it follows inverse gamma in a EIGP model
LRT_eep | Likelihood Ratio Test (LRT) for the exponent parameter in EEP model.
LRT_eigp | Likelihood Ratio Test (LRT) for the exponent parameter in EIGP model.
mle_eep | Analytical solution of theta given eta in EEP model.
mle_eigp | Analytical solution of theta given eta in EIGP model.
mle_iter_eep | Iteration function to find the analytical solution of theta given eta and data in EEP model.
mle_iter_eigp | Iteration function to find the analytical solution of theta given eta and data in EIGP model.
mle_search_eep | The grid search procedure for parameter estimation of EEP.
mle_search_eigp | The grid search procedure for parameter estimation of EIGP.
neg_log_eep | The negative log likelihood function for EEP distribution.
neg_log_eigp | The negative log likelihood function for EIGP distribution.
pareto_eep | The negative log density of a sample item if it follows Pareto in a EEP model
pareto_eigp | The negative log density of a sample item if it follows Pareto in a EIGP model
pdf_eep | The probability function of EEP.
pdf_eigp | The probability density function of EIGP.
q_eep | The quantile function of EEP.
q_eigp | The quantile function of EIGP.
raw_est_eep | The Optimization Function for EEP Maximum Likelihood Estimation.
raw_est_eigp | The Optimization Function for EIGP Maximum Likelihood Estimation.
se_eep | The function for calculating the standard errors of the parameters of EEP model.
se_eigp | The function for calculating the standard errors of the parameters of EIGP model.
validation | The validation Function for Model Parameters.