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Selecting the right statistical model is one of the most important steps in data analysis, machine learning, econometrics, and scientific research. A model that is too simple may fail to capture meaningful patterns, while an overly complex model may fit the training data well but perform poorly on new data. This challenge is commonly known … Read more