Question: Use a binary logistic model to test for association between disease group and whether total cost exceeds the median of total cost. In other words,

Use a binary logistic model to test for association between disease group and whether total cost exceeds the median of total cost. In other words, group total cost into two quantile groups and use this binary variable as the response. What is wrong with this approach?

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