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https://research.matf.bg.ac.rs/handle/123456789/1830| Title: | Characterization-based goodness-of-fit tests for survival data with a cure fraction | Authors: | Cuparić, Marija Milošević, Bojana |
Affiliations: | Probability and Mathematical Statistics Probability and Mathematical Statistics |
Keywords: | IPCW estimation;U-statistics;Characterizations | Issue Date: | 2024 | Rank: | M62 | Publisher: | Beograd : Matematički fakultet | Related Publication(s): | Knjiga apstrakata 14. Simpozijuma "Matematika i primene"=The 14th symposium "Mathematics and Applications" : Book of abstracts | Conference: | Simpozijum "Matematika i primene"(14 ; 2024 ; Beograd) | Abstract: | We revisit a goodness-of-fit problem for randomly right-censored data with cured subjects, where the population consists of a non-susceptible group and those at risk of the event given sufficient follow-up. Modified U-statistics for such data are proposed, and their asymptotic properties are explored. This approach is illustrated through modifications of recent characterization-based goodness-of-fit tests for the exponential distribution. Their competitiveness is demonstrated through results from an extensive empirical study. |
URI: | https://research.matf.bg.ac.rs/handle/123456789/1830 |
| Appears in Collections: | Research outputs |
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