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| Phân tích mục mạnh mẽ× | Phân tích độ tin cậy mạnh mẽ× | |
|---|---|---|
| Lĩnh vực≠ | Trắc lượng tâm lý | Thiết kế thí nghiệm |
| Họ≠ | Latent structure | Process / pipeline |
| Năm ra đời≠ | 1980s–2000s | 1980s–1990s (integration formalized in engineering literature) |
| Người khởi xướng≠ | Robust methods tradition (Huber, Hampel, Tukey); applied to item analysis by Wilcox and colleagues | Synthesized from Taguchi robust design and classical reliability theory (Kececioglu, Taguchi) |
| Loại≠ | Diagnostic / item-level evaluation | Quantitative reliability engineering method |
| Công trình gốc≠ | Wilcox, R. R. (2012). Introduction to Robust Estimation and Hypothesis Testing (3rd ed.). Academic Press. ISBN: 978-0123869838 | Kececioglu, D. (1991). Reliability Engineering Handbook (Vol. 1). Prentice Hall. ISBN: 978-0137720774 |
| Tên gọi khác≠ | robust item statistics, outlier-resistant item analysis, robust classical item analysis | RRA, reliability robustness analysis, uncertainty-aware reliability analysis, robust probabilistic reliability |
| Liên quan≠ | 5 | 4 |
| Tóm tắt≠ | Robust item analysis applies outlier-resistant statistical methods to the evaluation of individual test or scale items. Instead of classical means and Pearson correlations — both sensitive to extreme scores — it uses trimmed means, Winsorized correlations, or M-estimators to obtain item difficulty and item-total discrimination indices that remain stable when respondent distributions are skewed or contaminated by outliers. | Robust reliability analysis is an engineering method that combines classical reliability estimation with robustness principles to quantify and improve system dependability in the presence of parameter uncertainty and variability. Rather than assuming fixed input values, it propagates distributions of noise factors through a reliability model to produce probability-of-failure estimates that remain valid across a range of operating conditions and manufacturing tolerances. |
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