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An example of evaluation of linearity: lack-of-fit test
Linear Lack of Fit (LOF) Test An F test for checking whether a linear regression function is inadequate in describing the trend in the data. - ppt download
regression - Deduction of the expectation for lack of fit test - Cross Validated
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F- Test for Lack of Fit
How To Perform A Lack Of Fit Test In R (Step-by-Step)