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Sentence Stems for interpreting Unit 3
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Interpret Slope Value
Interpreting r² (Coefficient of Determination):
r²% of the variation in response variable can be explained by the linear relationship with explanatory variable.
For Every 1 unit increase in explanatory variable, our model predicts an average increase/decrease of slope in response variable.
Interpret Y-Intercept
When the explanatory variable is zero units, our model predicts that the response variable would be y-intercept.
Interpret the Model’s Residual (Prediction Error)
The actual response variable is greater/less than predicted by residual units.
Interpret S (Typical Residual Length)
When using the LSRL with explanatory variable to predict response variable, we will typically be off by about value of S with units of the response variable.
Interpreting r² (Coefficient of Determination)
r²% of the variation in response variable can be explained by the linear relationship with explanatory variable.