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- Q1125472 subject Q6159380.
- Q1125472 subject Q7168399.
- Q1125472 subject Q8250031.
- Q1125472 subject Q8350170.
- Q1125472 abstract "In statistics, a confounding variable (also confounding factor, a confound, or confounder) is an extraneous variable in a statistical model that correlates (directly or inversely) with both the dependent variable and the independent variable.A spurious relationship is a perceived relationship between an independent variable and a dependent variable that has been estimated incorrectly because the estimate fails to account for a confounding factor. The incorrect estimation suffers from omitted-variable bias.While specific definitions may vary, in essence a confounding variable fits the following four criteria, here given in a hypothetical situation with variable of interest "V", confounding variable "C" and outcome of interest "O": C is associated (inversely or directly) with O C is associated with O, independent of V C is associated (inversely or directly) with V C is not in the causal pathway of V to O (C is not a direct consequence of V, not a way by which V produces O)The preceding correlation-based definition, however, is metaphorical at best – a growing number of analysts agree that confounding is a causal concept, and as such, cannot be described in terms of correlations nor associations (see causal definition).".
- Q1125472 thumbnail Simple_Confounding_Case.svg?width=300.
- Q1125472 wikiPageExternalLink R256.pdf.
- Q1125472 wikiPageExternalLink linreg.htm.
- Q1125472 wikiPageExternalLink confounds.html.
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- Q1125472 comment "In statistics, a confounding variable (also confounding factor, a confound, or confounder) is an extraneous variable in a statistical model that correlates (directly or inversely) with both the dependent variable and the independent variable.A spurious relationship is a perceived relationship between an independent variable and a dependent variable that has been estimated incorrectly because the estimate fails to account for a confounding factor.".
- Q1125472 label "Confounding".
- Q1125472 depiction Simple_Confounding_Case.svg.