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Quadratic Regression - Excel definitions
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Quadratic Regression
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Quadratic Regression
A statistical method modeling data with a parabolic curve, ideal for nonlinear relationships between variables.
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Termini in questo insieme (15)
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Quadratic Regression
A statistical method modeling data with a parabolic curve, ideal for nonlinear relationships between variables.
Parabola
A U-shaped curve representing the graphical form of a quadratic equation, often seen in quadratic regression plots.
Scatterplot
A chart displaying data points for two variables, used to visually assess relationships and fit regression models.
Polynomial Trendline
A curve fitted to data in a chart, where the equation includes powers of the independent variable, such as order two for quadratics.
Order Two
A polynomial degree indicating the highest exponent is squared, characteristic of quadratic equations.
Regression Equation
A mathematical formula predicting the dependent variable based on the independent variable(s) in a fitted model.
Coefficient of Determination
A value, often denoted as R^2, indicating how well the regression model explains the variation in the response variable.
R Squared
A statistic ranging from 0 to 1 that measures the proportion of variance in the dependent variable explained by the model.
Intercept
The constant term in a regression equation, representing the predicted value when all independent variables are zero.
X Squared Coefficient
The parameter multiplying the squared independent variable in a quadratic equation, shaping the curvature of the parabola.
Axis Titles
Labels added to chart axes to clarify the variables represented, enhancing interpretability of visual data displays.
Chart Elements
Features such as titles, trendlines, and labels that can be added or modified in Excel charts for clarity and analysis.
Predicted Value
The outcome calculated from the regression equation for a given input, often denoted as y-hat.
Data Table
An organized arrangement of values for variables, serving as the source for plotting and regression analysis.
Rounding
The process of adjusting numerical values to a specified number of decimal places for clarity and ease of interpretation.