Prediction is the process of estimating the value of a variable based on the values of other variables. In the context of statistical modeling, it involves using established relationships to make informed guesses about future or unknown outcomes, which is crucial in various fields like economics, medicine, and engineering. Accurate predictions rely on the quality of the model used, particularly when applying methods such as least squares estimation with matrices.
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