which regression analysis will be applied if there are 7 nominal dependent variables(YES/NO categories) and 1 ordinal independent variable(3 categories: Low, normal, high)?
You could use a multinomial logistic regression model, this would let you estimate the relationship between the ordinal predictor and the log-odds of each level of the binary dependent variables at the same time.
and if the log odds are positive (more than 1), there exists a significant association between the independent and dependent variables right?
Kiran Tahir You need to evaluate the significance of the log odds using the coefficient's p-value, or you can also use the confidence interval to determine the significance of your estimates.
A positive log odds does not necessarily mean that the association is significant between the independent and dependent variables.
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