Inference for linear regression conditions

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Last updated 4:34 PM on 3/13/25
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4 Terms

1
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Linear (the relationship between x and y)

  • Scatter plot is roughly linear

  • Residual plot has no curve pattern

2
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Independent: knowing one variable does not help us predict the other

Check 10% condition; explain based on the question

3
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Normal: y is normal for any value of x

Make any graph for the residual and check for strong skewness or outliers

4
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Equals standard deviation: the standard deviation of y is the same for all x values

Check residual plots: dots should vary the same above and below the line (resd = 0)

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