R packages by maizhou

emplik - Empirical Likelihood Ratio for Censored/Truncated Data

Empirical likelihood ratio tests and confidence intervals for means/quantiles/hazards from possibly censored and/or truncated data. In particular, the empirical likelihood for the Kaplan-Meier/Nelson-Aalen estimator. Now does AFT regression too.

Last updated 3 months ago

3.37 score 13 dependents 39 scripts 1.5k downloads

emplik2 - Empirical Likelihood Ratio Test for Two-Sample U-Statistics with Censored Data

Calculates the empirical likelihood ratio and p-value for a mean-type hypothesis (or multiple mean-type hypotheses) based on two samples with possible censored data.

Last updated 6 months ago

1.48 score 1 dependents 6 scripts 476 downloads

emplikAUC - Empirical Likelihood Ratio Test/Confidence Interval for AUC or pAUC

Test hypotheses and construct confidence intervals for AUC (area under Receiver Operating Characteristic curve) and pAUC (partial area under ROC curve), from the given two samples of test data with disease/healthy subjects. The method used is based on TWO SAMPLE empirical likelihood and PROFILE empirical likelihood, as described in <https://www.ms.uky.edu/~mai/research/eAUC1.pdf>.

Last updated 10 months ago

1.00 score 621 downloads