The distribution for a variable is the set of value that the variable can take and the probabilities associated with those value.
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It is called a normal distribution.
we prefer normal distribution over other distribution in statistics because most of the data around us is continuous. So, for continuous data normal distribution is used.
mean deviation is minimum
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Parametric statistics is a branch of statistics that assumes data come from a type of probability distribution and makes inferences about the parameters of the distribution. See related link.