what happens if assumptions are broken

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Last updated 3:54 PM on 10/8/25
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9 Terms

1
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no autocorrelation between variables

standard error will be under estimated

2
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no multicollinearity

OLS can’t be computed

3
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no covariance between x and error

wil become biased and inconsistent

4
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homoscedasicity

OLS is no longer best

5
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linear in parameters

no longer a linear model

6
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variance of x is positive

coefficient can’t be computed 

7
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x is fixed in repeated samples

x becomes random but everything works

8
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expected error term is 0

bata 1 becomes biased

9
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number of observations is greater than batas

OLS can’t be calculated