Hypothesis testClassical statistics

Uchambuzi wa ROC (Receiver Operating Characteristic)

Uchambuzi wa ROC hutathmini jinsi ambavyo kigezo cha majaribio chenye kuendelea au cha mpangilio kinavyotofautisha kati ya madarasa mawili ya matokeo ya binary. Kwa kuchora kiwango cha kweli cha chanya (usikivu) dhidi ya kiwango cha uwongo cha chanya (1 − vipengele maalum) katika vizingiti vyote vya uamuzi, huzaa mkunjo ambao eneo lake chini ya mkunjo (AUC) hupima nguvu kamili ya utofautishaji, kuanzia 0.5 (bahati) hadi 1.0 (utofautishaji kamili).

Tumia kupitia StatMindHivi karibuniVideoHivi karibuniDownload slides

Soma mbinu kamili

Kwa wanachama pekee

Ingia kwa akaunti ya bure ili kusoma sehemu hii.

Ingia

Method map

The neighbourhood of related methods — select a node to explore.

Uchambuzi wa ROC (Receiver Operating Characteristic)

Uchambuzi wa Utambuzi Effect size analysis Uhusiano wa Cheo cha Tau…Usikivu na Ubora Uchanganuzi Ulinganifu w…Meta-analytic Screening…Utafiti wa Usahihi wa Ut…Tathmini ya Kipimo cha U…Uchambuzi Imara wa ROC

Vyanzo

Hanley, J. A., & McNeil, B. J. (1982). The meaning and use of the area under a receiver operating characteristic (ROC) curve. Radiology, 143(1), 29–36. DOI: 10.1148/radiology.143.1.7063747 ↗
Zweig, M. H., & Campbell, G. (1993). Receiver-operating characteristic (ROC) plots: a fundamental evaluation tool in clinical medicine. Clinical Chemistry, 39(4), 561–577. DOI: 10.1093/clinchem/39.4.561 ↗

Jinsi ya kunukuu ukurasa huu

ScholarGate. (2026, June 3). Receiver Operating Characteristic Analysis. ScholarGate. https://scholargate.app/sw/statistics/roc-analysis

Which method?

Set this method beside its closest kin and read them side by side — the library lays the books on the table; the choice is yours.

Uchambuzi wa UtambuziTakwimu↔ compare
Effect size analysisTakwimu↔ compare
Uhusiano wa Cheo cha Tau cha KendallTakwimu↔ compare
Usikivu na UboraTakwimu za Utafiti↔ compare

Compare side by side →

Imerejelewa na

Effect size analysis Uhusiano wa Cheo cha Tau cha Kendall Uchanganuzi Ulinganifu wa Kipimo cha Kuchunguza Meta-analytic Screening Test Evaluation Utafiti wa Usahihi wa Utambuzi Ulioboreshwa kwa Hatari Tathmini ya Kipimo cha Uchunguzi Kilichorekebishwa kwa Hatari Uchambuzi Imara wa ROC

Umeona tatizo kwenye ukurasa huu? Ripoti au pendekeza marekebisho →