What is the idea of least squares? what is the connection, Ask an Expert

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"The linear regression line is sometimes called the least squares line. Why?"

What is the idea of "least squares"?

What is the connection between "least squares" and linear regression?

Could "least squares" and regression be generalized to more complicated cases than lines?

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