Rank tests for regression and k-sample rank tests under random censorship

The uncensored observations and the censored ones are ranked separately. A test statistic is obtained by suitably combining the rank statistics corresponding to these two groups. This approach leads to simple tests that closely resemble those for the uncensored situation.