I have a question as a newbie. I'm working on a tool using regression analysis( linear, multiple, multivariate) to derive a regression model. To verify the correctness of the tool, I'm trying to find a benchmark, or a benchmark dataset to test the tool. Any idea or comments are all welcomed. Thanks in advance.

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#### Best Answer

See NIST's Statistical Reference Datasets. These include data chosen or designed to present numerical challenges to regression algorithms. The Longley data, with highly collinear predictors, is perhaps the most famous example.

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