r-causal / causal-inference-in-R

Causal Inference in R: A book!
https://www.r-causal.org/
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14.01: Calculating propensity scores for categorical exposures #89

Open malcolmbarrett opened 2 years ago

malcolmbarrett commented 2 years ago

Probably using continuous -> quintiles approach rather than finding a third example. Good chance to discuss https://pubmed.ncbi.nlm.nih.gov/24487212/

Might want to consider the differences in the distribution of bootstrapped estimates for the dnorm() vs quantile approaches

malcolmbarrett commented 1 year ago

First use ordinal, then show multinomial because ordinal (usefully) assumes dose response, but maybe it's really non-linear and multinomial is better