Probability / Statistics Review & Linear Regression

نویسنده

  • Udbhav Prasad
چکیده

A regular variable holds, at any one time, a single value, be it numeric or otherwise. In contrast, a random variable (RV) holds a distribution over values, be they numeric or otherwise. For example, the outcome of a future toss of a fair coin can be captured by a random variable X holding the following distribution: ’HEAD’ with probability 0.5, and ’TAIL’ with probability 0.5 . We will use uppercase characters to denote random variables, and their lowercase equivalents to denote the values taken by those random variables. The following are commonly used notations to represent probabilities:

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تاریخ انتشار 2016