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The least squares method is a technique used to find the best-fitting line for a set of data points. Suppose we are given pairs of values (x1, y1), (x2, y2), and so on, and we want to describe the relationship between x and y using a linear equation of the form y = ax b. In most real-world situations, the points will not lie perfectly on a single line, so we measure the error at each point as the vertical difference between the actual value yi and the predicted value axi b. The least squares met
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Linear regression is a statistical method used to describe the relationship between two variables by fitting a straight line through observed data points. Typically, one variable is treated as the explanatory variable (x) and the other as the response variable (y). The goal is to find the line that best represents how changes in the explanatory variable are associated with changes in the response variable. This line is often written in the form y = mx b, where m represents the slope of the line
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