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Fair describes a situation where all possible outcomes are equally likely to occur. In probability, it means each event has an equal chance of happening.
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Probability: A measure quantifying the likelihood that events will occur.
Bias: Any process at any stage of inference which tends to produce results or conclusions that differ systematically from the truth.
Random Variable: A variable whose possible values are numerical outcomes of a random phenomenon.