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Regression Analysis By Example. The emphasis continues to be on exploratory data analysis rather than statistical theory. The leftmost column gives you the description of the data file, followed by the data file in a SPSS.
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Importance of Regression Analysis Regression analysis (or regression model) consists of a set of machine learning methods that allow us to predict a continuous outcome variable (y) based on the value of one or multiple predictor variables (x).
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The leftmost column gives you the description of the data file, followed by the data file in a SPSS. This tutorial covers many aspects of regression analysis including: choosing the type of regression analysis to use, specifying the model, interpreting the results, determining how well the model fits, making predictions, and checking the assumptions. The best method to do a detailed regression analysis in Excel is to use the "Regression" tool which comes with Microsoft Excel Analysis ToolPak.