" Understand the F-statistic in Linear Regression. JMP Statistical Discovery, Statistics Knowledge Portal. In the Regression dialog box, click the 'Input Y Range' box and select the dependent variable data (Visa (V) stock returns). From the menu, select 'Regression' and click 'OK'. " Simple Linear Regression: Interpreting Regression Output." The Data Analysis - Analysis Tools dialog box displays. JMP Statistical Discovery, Statistics Knowledge Portal. Linear regression is a fundamental machine learning algorithm that helps in understanding the relationship between independent and dependent variables. ![]() " STAT 800: Applied Research Methods General Probability Rules." Pennsylvania State University, Eberly College of Science. " STAT 501: Regression Methods 1.5 - The Coefficient of Determination, R-squared." " Use the Analysis ToolPak to Perform Complex Data Analysis." " Simple Linear Regression: Regression Model Assumptions." " Simple Linear Regression, The Chi-Square Test." ![]() " Analysis of Application of Fama-French 3-factor Model and Fama-French 5-factor Model in Manufacture Industry and Health Industry." 2020 Management Science Informatization and Economic Innovation Development Conference (MSIEID), December 2020. " Principles of Finance: 15.3 The Capital Asset Pricing Model (CAPM)." Lastly, select "Display R-squared value on chart." The visual result sums up the strength of the relationship, albeit at the expense of not providing as much detail as the table above. In the dialog box, select "Trendline" and then "Linear Trendline." To add the R 2 value, select "More Trendline Options" from the "Trendline" menu. To add a regression line, choose "Add Chart Element" from the "Chart Design" menu. We can chart a regression in Excel by highlighting the data and charting it as a scatter plot.
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