Understanding Primary Care Physicians' Treatment of Chronic Low ...

Latent Class Analysis
• Creates categories based on posterior
probability of a certain response to an indicator
item, given membership in a particular class.
• Conditional Independence: If we could
condition on the latent class variable, the
observed indicator variables would be
independent
– In other words, each individual’s latent class
category is the underlying cause of all observed
associations iti