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PROBABILITY DISTRIBUTION

  Probability distributions [ edit ] Main article:  Probability distribution A  probability distribution  is a  function  that assigns a  probability  to each  measurable subset  of the possible outcomes of a random  experiment ,  survey , or procedure of  statistical inference . Examples are found in experiments whose  sample space  is non-numerical, where the distribution would be a  categorical distribution ; experiments whose sample space is encoded by discrete  random variables , where the distribution can be specified by a  probability mass function ; and experiments with sample spaces encoded by continuous random variables, where the distribution can be specified by a  probability density function . More complex experiments, such as those involving  stochastic processes  defined in  continuous time , may demand the use of more general  probability measures . A probab...