EM Algorithm for Parameter Estimation Under Censoring Schemes
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Documentation for package ‘UniCensorEM’ version 0.1.0
Help Pages
| AIC.emfit | AIC method for emfit objects |
| BIC.emfit | BIC method for emfit objects |
| bootstrap_se | Bootstrap standard errors for emfit objects |
| coef.emfit | Coefficient method for emfit objects |
| compute_se | Compute standard errors for EM estimates |
| confint.emfit | Confidence interval method for emfit objects |
| dist_spec_em | Define a univariate distribution for EM estimation |
| em.control | Control parameters for EM algorithm |
| em_diagnostics | EM diagnostics |
| em_fit | Main EM algorithm for parameter estimation under censoring |
| fitted.emfit | Fitted values method for emfit objects |
| generalized_residuals | Generalized residuals |
| get_ncores | Get number of cores |
| gof_stats | Goodness-of-fit statistics |
| logLik.emfit | Log-likelihood method for emfit objects |
| model_selection | Model selection criteria for emfit objects |
| observed_loglik | Compute observed log-likelihood |
| plot.emfit | Plot method for emfit objects |
| plot_residuals | Residual diagnostics plot |
| predict.emfit | Predict method for emfit objects |
| print.bootstrap_emfit | Print method for bootstrap_emfit objects |
| print.dist_spec_em | Print method for dist_spec_em |
| print.emfit | Print method for emfit objects |
| print.em_diagnostics | Print method for em_diagnostics objects |
| print.summary.emfit | Print method for summary.emfit objects |
| q_function | Compute Q-function |
| randomized_quantile_residuals | Randomized quantile residuals |
| residuals.emfit | Residuals method for emfit objects |
| residual_analysis | Comprehensive residual analysis for emfit objects |
| summary.emfit | Summary method for emfit objects |
| vcov.emfit | Variance-covariance matrix method for emfit objects |