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Interpreting slope
For each additional “1 unit increase in x variable” the predicted “y variable” will “inc/dec” by “slope”
Interpreting Y intercept
When “x” =0, the predicted “y” is “y intercept”
Interpreting r²
“r²%” of the variation in “y” is explained by its linear relationship with x
Interpreting s
When using “x” to predict “y”, we will typically be off by about “s”