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Techniques for analyzing the relationship between one (or more) "dependent" variables and "independent" variables.

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Can I use Cumulative Logistic Regression in spite of violation of proportional odds assumption?

I have an ordinal outcome variable with the following levels (unlikely, somewhat likely, very likely) that I want to test in an adjusted regression model with about 20 predictor variables (including continuous … I ran a cumulative logistic regression but the proportional odds assumption is violated. I wanted to know if I can still use Cumulative Logit Regression Technique? …
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