This video is a step by step guide for fitting an ordinal regression model using the R function polr on a simulated data set. It contains the R syntax for fitting the ordinal regression model, performing the Brant Test for the Proportional Odds Assumption, computing the McFadden's R squared and testing the significance of a predictor by Wald Test and Likelihood Ratio Test.
The R codes are posted in the Comments.