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For statistical topics which involve the assumption of linearity, for example, linear regression or linear mixed models, or for the discussion of linear algebra as applied to statistics.
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Analyzing relationship between two variables with not-normal data and heterogeneity
Initially, I wanted to do linear regression. So, what test can I do to at the end say like 'When x does this, Y does this'? …
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1
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U shaped data in Simple linear regression
I am working on an analysis of a simple linear regression and I don't know what to do. This is my graph:
the p-value is <0.0001 but the data is clearly not linear and $R^2$ value is really small. …
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RMSE significance
I am running linear regression, I have over 80,000 observations and 5 predictor variables.
I am trying to pick the best model with RMSE and R-squared and I understand how all that works but... …