Порівняння методів
Переглядайте обрані методи поруч; рядки з відмінностями підсвічено.
| Капа Флейса для узгодженості між кількома оцінювачами× | Коефіцієнт Каппа Коена× | Статистичний аналіз надійності× | |
|---|---|---|---|
| Галузь≠ | Статистика | Статистика | Надійність |
| Родина≠ | Hypothesis test | Hypothesis test | Regression model |
| Рік появи≠ | 1971 | 1960 | 1998 |
| Автор методу≠ | Joseph L. Fleiss | Jacob Cohen | William Meeker & Luis Escobar |
| Тип≠ | Non-parametric agreement measure | Inter-rater reliability coefficient | Parametric lifetime modeling |
| Основоположне джерело≠ | Fleiss, J.L. (1971). Measuring Nominal Scale Agreement Among Many Raters. Psychological Bulletin, 76(5), 378–382. DOI ↗ | Cohen, J. (1960). A Coefficient of Agreement for Nominal Scales. Educational and Psychological Measurement, 20(1), 37–46. DOI ↗ | Meeker, W. Q., & Escobar, L. A. (1998). Statistical Methods for Reliability Data. Wiley. ISBN: 978-0-471-14328-4 |
| Інші назви≠ | multi-rater kappa, Fleiss kappa, Fleiss' Kappa (Çoklu Değerlendirici Uyumu) | kappa coefficient, kappa statistic, Cohen's Kappa (Değerlendiriciler Arası Uyum) | Life Data Analysis, Survival Analysis (Engineering), Time-to-Failure Analysis, Güvenilirlik Analizi |
| Пов'язані≠ | 2 | 3 | 3 |
| Підсумок≠ | Fleiss' Kappa is a non-parametric statistic for measuring the degree of agreement among three or more raters who classify items into mutually exclusive nominal categories. Introduced by Joseph L. Fleiss in 1971 as a generalization of Cohen's Kappa beyond two raters, it corrects observed agreement for the level of agreement expected by chance alone, making it the standard reliability index in medical diagnosis studies, content analysis, and multi-coder research. | Cohen's kappa (κ) is a statistical measure of inter-rater reliability for categorical classifications, introduced by Jacob Cohen in 1960. Unlike simple percent agreement, kappa corrects for the level of agreement that would be expected purely by chance, making it the standard metric when two raters independently assign observations to the same set of mutually exclusive categories. | Statistical reliability analysis models the time-to-failure of components, systems, or products using parametric lifetime distributions fitted to observed or censored failure data. Formalized comprehensively by William Q. Meeker and Luis A. Escobar in their 1998 Wiley monograph, the framework integrates maximum likelihood estimation, censoring mechanisms, and distributional diagnostics to produce probability-of-failure curves, hazard rates, and quantile estimates that support design, warranty, and maintenance decisions. |
| ScholarGateНабір даних ↗ |
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