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Reporting regression analysis

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By using our site, you acknowledge that you have read and understand our Cookie Policy , Privacy Policy , and our Terms of Service. Cross Validated is a question and answer site for people interested in statistics, machine learning, data analysis, data mining, and data visualization. It only takes a minute to sign up. I have just performed some very simple linear regression in Genstat and would like to include a succinct and meaningful summary of the output in my report. I'm not sure exactly what or how much of the information I should be including. Does including the RMSE provide additional useful information, or is the goodness of fit already adequately explained by the adjusted-R2 value?
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Linear Regression Analysis

Reporting regression analysis
Reporting regression analysis
Reporting regression analysis
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Reporting Statistics in APA Style

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Linear Regression Analysis using SPSS Statistics

Though the absurdity of gated academic journals persists, academic research is more accessible now than ever before. This is potentially a real boon to our ability to understand the world around us, but it carries with it all of the potential for misleading statistical arguments. My request is pretty simple. Many of these assumptions and diagnostics are ultimately judgment calls, relying on practitioners to make informed decisions about what degree of wiggle room is appropriate given the research scenario.
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The total variation in our response values can be broken down into two components: the variation explained by our model and the unexplained variation or noise. All of the variation in our response can be broken down into either model sum of squares or error sum of squares. Another way to think about sums of squares is to consider a right triangle. The total sum of squares can be broken down into error and model sums of squares.
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