G-Computation (Parametric G-formula)
G-computation ni njia ya uhusiano wa kisababishi kwa ajili ya kukadiria athari ya uingiliaji au matibabu juu ya matokeo kutoka kwa data ya uchunguzi. Iliyoundwa na James M. Robins mwaka 1986, inatoa njia ya kigezo kwa ajili ya kusawazisha ambayo inaweza kushughulikia maambukizi yanayobadilika kwa wakati na vichafuzi. Njia hii inakadiria matokeo ya idadi ya watu yatakuwaje chini ya hali tofauti za uingiliaji kwa kutumia mifumo ya matokeo iliyokamilishwa.
Soma mbinu kamili
Ingia kwa akaunti ya bure ili kusoma sehemu hii.
Method map
The neighbourhood of related methods — select a node to explore.
Vyanzo
- Robins, J. M. (1986). A new approach to causal inference in mortality studies with sustained exposure periods: application to control of the healthy worker survivor effect. Mathematical Modelling, 7(9-12), 1393-1512. DOI: 10.1016/0270-0255(86)90088-6 ↗
- Taubman, S. L., Robins, J. M., Mittleman, M. A., & Hernán, M. A. (2009). Intervening on risk factors for coronary heart disease: an application of the parametric g-formula. International Journal of Epidemiology, 38(6), 1599-1611. DOI: 10.1093/ije/dyp192 ↗
- Ahern, J., Hubbard, A., & Galea, S. (2009). Estimating the effects of potential public health interventions on population disease burden: a step-by-step illustration of causal inference methods. American Journal of Epidemiology, 169(9), 1140-1147. DOI: 10.1093/aje/kwp015 ↗
Jinsi ya kunukuu ukurasa huu
ScholarGate. (2026, June 3). G-Computation (Parametric G-formula). ScholarGate. https://scholargate.app/sw/causal-inference/g-computation
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.
- Ukadiriaji Imara Mara Mbili (AIPW)Uhitimisho wa Kisababishi↔ compare
- Uzito wa Kinyume wa Uwezekano wa Matibabu (IPW / IPTW)Uhitimisho wa Kisababishi↔ compare
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