Polynomial Regression Calculator

Calculates a polynomial curve that models the relationship between two variables based on user-provided data points. The tool performs regression analysis to determine the optimal degree and coefficients for an equation, fitting the resulting function to minimize the overall error across the dataset. Users input paired numerical values, and the system processes these inputs to generate a mathematical model, allowing visualization of the predicted trend line alongside the original scatter plot. Researchers, students, and data analysts utilize this calculator when simple linear models do not accurately represent observed patterns in their collected data. It assists users in identifying complex non-linear relationships within statistical datasets that require higher-order polynomial functions for accurate prediction or analysis.