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  2. Causality - Wikipedia

    en.wikipedia.org/wiki/Causality

    In Part III, section XV of his book A Treatise of Human Nature, Hume expanded this to a list of eight ways of judging whether two things might be cause and effect. The first three: "The cause and effect must be contiguous in space and time." "The cause must be prior to the effect." "There must be a constant union betwixt the cause and effect.

  3. Causal reasoning - Wikipedia

    en.wikipedia.org/wiki/Causal_reasoning

    In common-effect relationships, several causes converge in one effect: Example of multiple causes with a single effect An increase in government spending is an example of one effect with several causes (reduced unemployment, decreased currency value, and increased deficit). In causal chains one cause triggers an effect, which triggers another ...

  4. Causation (sociology) - Wikipedia

    en.wikipedia.org/wiki/Causation_(sociology)

    Causation refers to the existence of "cause and effect" relationships between multiple variables. [1] Causation presumes that variables, which act in a predictable manner, can produce change in related variables and that this relationship can be deduced through direct and repeated observation. [2]

  5. Correlation does not imply causation - Wikipedia

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

    Example 3. In other cases it may simply be unclear which is the cause and which is the effect. For example: Children that watch a lot of TV are the most violent. Clearly, TV makes children more violent. This could easily be the other way round; that is, violent children like watching more TV than less violent ones. Example 4

  6. Causal notation - Wikipedia

    en.wikipedia.org/wiki/Causal_notation

    In nature and human societies, many phenomena have causal relationships where one phenomenon A (a cause) impacts another phenomenon B (an effect). Establishing causal relationships is the aim of many scientific studies across fields ranging from biology [1] and physics [2] to social sciences and economics. [3]

  7. Causal inference - Wikipedia

    en.wikipedia.org/wiki/Causal_inference

    Causal inference is the process of determining the independent, actual effect of a particular phenomenon that is a component of a larger system. The main difference between causal inference and inference of association is that causal inference analyzes the response of an effect variable when a cause of the effect variable is changed.

  8. Bradford Hill criteria - Wikipedia

    en.wikipedia.org/wiki/Bradford_Hill_criteria

    Temporality: The effect has to occur after the cause (and if there is an expected delay between the cause and expected effect, then the effect must occur after that delay). Biological gradient (dose–response relationship): Greater exposure should generally lead to greater incidence of the effect. However, in some cases, the mere presence of ...

  9. Frequency illusion - Wikipedia

    en.wikipedia.org/wiki/Frequency_illusion

    The process of frequency illusion is inseparable from selective attention, due to the cause-and-effect relationship between the two, so the "frequent" object, phrase, or idea has to be selective. This means that a particularly triggering or emotive stimulus could catch someone's attention, possibly more than a mundane task they are preoccupied ...