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I am analyzing Opportunities for Sales people.

I have a categorical variable which is Status:{Won,Lost} My dependent variable, and other Independent ordered variables like the stages of the opportunity:{Prospect,Qualify,Develop...} or Activity Count:{0,1,2,3,4,5,6,7,8}

I have read to find relation between two categorical variables, ill use Chi Square test , and if its two ordinal variables Ill use Polychoric Test

What if I want to find relation between Categorical and Ordinal variables ? Relation between Status and Stages, What test should I use, and how to do it in R. Thanks

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