Modelling outcome data with a limit of detection. Is a hurdle model appropriate?

data analysis modeling strategy
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Ah ok. I did some tests of ordinal models in Stan and was having problems all right. I’m no really fmailiar with rstanarm but perhaps I will take a look. Thanks Frank.