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Difference between matched and unmatched case-control study
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Types of matching in case-control studies
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Conditional logistical regression has get on a standard for matched case-control information to tackle the sparse data job.
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In case-control studies, selection bias occurs when selection of controls is non independent of exposure.
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Can a loose match be statistically efficient?
In loose-matching data, one case can be matched to other controls without substantially changing the association. The rematching may occur obeying or beyond the matching criteria, which implies that matching itself is not statistically efficient. It is not straightforward, and we have no attempts to quantify loose matching.
When to use matching in a design study?
Matching is commonly used in case–control studies to adjust for confounding at the design stage. It ensures that adjustment is possible when there is no sufficient overlap in confounding variables between cases and a random set of controls.
When to ignore loose matching in a study?
When the study design involves other complex features or the computational burden is high, matching in loose-matching data can be ignored for negligible loss in testing and estimation if the distributions of matching variables are not extremely different between cases and controls.
Which is the best technique for case study analysis?
For case study analysis, one of the most desirable techniques is to use a pattern-matching logic. Such a logic (Trochim, 1989) compares an empiri-cally based pattern with a predicted one (or with several alternative predic-tions). If the patterns coincide, the results can help a case study to strengthen its internal validity. If the case study ...
Last Update: Oct 2021
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