Probability and distributions, complete definition and explanation of linear regression

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Probability and distributions, linear regression definition and explanation

Probability and distributions involve analyzing the likelihood of different outcomes occurring
Linear regression is a statistical method used to model the relationship between a dependent variable and one or more independent variables
It aims to find the best-fitting line that represents the relationship between the variables
The line is determined by minimizing the sum of the squared differences between the observed values and the values predicted by the model
Linear regression can be used to make predictions or infer causal relationships between variables

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