Linear Regression Using Analytic Solver
Автор: Sonya Zhang
Загружено: 2020-12-04
Просмотров: 3225
This video demonstrates how to perform linear regression using Analytic Solver, a powerful data mining and machine learning add-in for Excel. You’ll learn how to build a linear model, interpret key output metrics, and evaluate model performance.
Mini-lecture on linear regression use cases and result interpretation starts at 15:16
Although this tutorial is based in Excel, the underlying concepts and techniques are fully applicable to other environments, including Python, R, and other data mining tools.
What You'll Learn:
How to perform linear regression in Excel with Analytic Solver
Understanding coefficients, residuals, and R-squared
Interpreting p-values and assessing variable significance
Evaluating model performance using statistical metrics
Applying these methods in other tools like Python, R, or similar platforms
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