Epidemiology
d) Briefly describe how the following limitations pose a modelling challenge in regression analysis.
(i) Non-linearity between independent and dependent variable
(ii) Non-Normal error distribution
(iii) Failure for predicted risk values to lie within the valid range
(iv) Suggest any remedies to the limitations in d) above
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