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  2. Correlation does not imply causation - Wikipedia

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

    In other cases, two phenomena can each be a partial cause of the other; consider poverty and lack of education, or procrastination and poor self-esteem. One making an argument based on these two phenomena must however be careful to avoid the fallacy of circular cause and consequence.

  3. Allais paradox - Wikipedia

    en.wikipedia.org/wiki/Allais_paradox

    During prior Allais style tasks that involve two experiments with four lotteries, the only lottery without a possible outcome of zero was the zero-variance lottery, making it impossible to differentiate the impact these effects have on decision making. Running two additional lotteries allowed the two effects to be distinguished and hence, their ...

  4. Multicollinearity - Wikipedia

    en.wikipedia.org/wiki/Multicollinearity

    The problem with trying to identify how much each of the two variables matters is that they are confounded with each other: our observations are explained equally well by either variable, so we do not know which one of them causes the observed correlations. There are two ways to discover this information: Using prior information or theory.

  5. Multiple comparisons problem - Wikipedia

    en.wikipedia.org/wiki/Multiple_comparisons_problem

    Over the ensuing decades, many procedures were developed to address the problem. In 1996, the first international conference on multiple comparison procedures took place in Tel Aviv. [3] This is an active research area with work being done by, for example Emmanuel Candès and Vladimir Vovk.

  6. Unintended consequences - Wikipedia

    en.wikipedia.org/wiki/Unintended_consequences

    An erosion gully in Australia caused by rabbits, an unintended consequence of their introduction as game animals. In the social sciences, unintended consequences (sometimes unanticipated consequences or unforeseen consequences, more colloquially called knock-on effects) are outcomes of a purposeful action that are not intended or foreseen.

  7. Consequentialism - Wikipedia

    en.wikipedia.org/wiki/Consequentialism

    One counterintuitive consequence of actualism is that agents can avoid moral obligations simply by having an imperfect moral character. [34] [36] For example, a lazy person might justify rejecting a request to help a friend by arguing that, due to her lazy character, she would not have done the work anyway, even if she had accepted the request ...

  8. Appeal to consequences - Wikipedia

    en.wikipedia.org/wiki/Appeal_to_consequences

    Appeal to consequences, also known as argumentum ad consequentiam (Latin for "argument to the consequence"), is an argument that concludes a hypothesis (typically a belief) to be either true or false based on whether the premise leads to desirable or undesirable consequences. [1] This is based on an appeal to emotion and is a type of informal ...

  9. Scientific misconduct - Wikipedia

    en.wikipedia.org/wiki/Scientific_misconduct

    The consequences of scientific misconduct can be damaging for perpetrators and journal audience [3] [4] and for any individual who exposes it. [5] In addition there are public health implications attached to the promotion of medical or other interventions based on false or fabricated research findings.