ScholarGate
Asistent

Usporedite metode

Pregledajte odabrane metode jednu uz drugu; retci koji se razlikuju su istaknuti.

Usklopljena ugniježđena kohortna studija slučajeva i kontrola×Uparivanje prema ocjeni sklonosti×
PodručjeEpidemiologijaIstraživačka statistika
ObiteljProcess / pipelineProcess / pipeline
Godina nastanka1970s1983
TvoracMantel (1973), Thomas (1977); formalized by Breslow & Day (1980)Paul Rosenbaum and Donald Rubin
VrstaObservational analytic study designMethod
Temeljni izvorRothman, K.J., Greenland, S., & Lash, T.L. (2008). Modern Epidemiology (3rd ed.). Lippincott Williams & Wilkins. ISBN: 978-0781755641Rosenbaum, P. R., & Rubin, D. B. (1983). The central role of the propensity score in observational studies for causal effects. Biometrika, 70(1), 41–55. DOI ↗
Drugi nazivimatched NCC study, nested case-control with matching, matched risk-set sampling, incidence density matched case-controlPSM, propensity score weighting, covariate balance
Srodne53
SažetakA matched nested case-control study is an efficient observational design embedded within a defined cohort. When a participant develops the outcome of interest (a case), a small number of controls are sampled from those still at risk at that moment and matched to the case on key variables such as age, sex, or calendar time. This design preserves the temporal structure of the underlying cohort while sharply reducing the cost of exposure measurement.Propensity score matching (PSM) is a method for reducing confounding bias in observational studies by balancing baseline characteristics between treatment groups, simulating randomization. Developed by Rosenbaum and Rubin (1983), it estimates the probability of receiving treatment given observed covariates, then matches or weights treated and control individuals with similar treatment probabilities. Widely used in medicine, epidemiology, and policy evaluation when randomized trials are infeasible or unethical, enabling estimation of treatment effects while controlling for selection bias.
ScholarGateSkup podataka
  1. v1
  2. 2 Izvori
  3. PUBLISHED
  1. v1
  2. 3 Izvori
  3. PUBLISHED

Idi na pretraživanje Preuzmi prezentaciju

ScholarGateUsporedite metode: Matched nested case-control · Propensity Score Matching. Preuzeto 2026-06-17 s https://scholargate.app/hr/compare