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  2. Simpson's paradox - Wikipedia

    en.wikipedia.org/wiki/Simpson's_paradox

    The lurking variable, stone size, has a large effect on the ratios; i.e., the success rate is more strongly influenced by the severity of the case than by the choice of treatment. Therefore, the group of patients with large stones using treatment A (group 3) does worse than the group with small stones, even if the latter used the inferior ...

  3. Confounding - Wikipedia

    en.wikipedia.org/wiki/Confounding

    Confounding is defined in terms of the data generating model. Let X be some independent variable, and Y some dependent variable.To estimate the effect of X on Y, the statistician must suppress the effects of extraneous variables that influence both X and Y.

  4. Spurious relationship - Wikipedia

    en.wikipedia.org/wiki/Spurious_relationship

    Graphical model: Whereas a mediator is a factor in the causal chain (top), a confounder is a spurious factor incorrectly implying causation (bottom). In statistics, a spurious relationship or spurious correlation [1] [2] is a mathematical relationship in which two or more events or variables are associated but not causally related, due to either coincidence or the presence of a certain third ...

  5. Correlation does not imply causation - Wikipedia

    en.wikipedia.org/wiki/Correlation_does_not_imply...

    All of those examples deal with a lurking variable, which is simply a hidden third variable that affects both of the variables observed to be correlated. That third variable is also known as a confounding variable, with the slight difference that confounding variables need not be hidden and may thus be corrected for in an analysis. Note that ...

  6. Low birth-weight paradox - Wikipedia

    en.wikipedia.org/wiki/Low_birth-weight_paradox

    However the paradox can be explained statistically by uncovering a lurking variable between smoking and the two key variables: birth weight and risk of mortality. Both variables are acted on independently by smoking and other adverse conditions—birth weight is lowered and the risk of mortality increases.

  7. Lurk - Wikipedia

    en.wikipedia.org/wiki/Lurk

    Lurk, lurker, or lurking may refer to: Lurker, a person who often reads discussions on internet networks but seldom contributes to them. Lurk, a single long pole held with both hands, used in telemark skiing; Lurking variable, or a confounding variable, in statistics

  8. An economic catastrophe is lurking beneath Russia’s GDP ...

    www.aol.com/finance/economic-catastrophe-lurking...

    An economic catastrophe driven by the fundamental flaws in Russia's current strategy is looming large as Ukrainian forces fight on Russian soil.

  9. Lurker - Wikipedia

    en.wikipedia.org/wiki/Lurker

    In a study that addressed lurking in E-learning, scholars found evidence that lurking is a helpful type of participation in online courses. Students said that the most common reasons they lurked before posting were to discover a message to reply to, to identify a model to adopt, to bypass providing a similar reply, and to acquire knowledge ...