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Medical cost data often consist of zero values as well as extremely right‐skewed positive values. A two‐part model is a popular choice for analyzing medical cost data, where the first part models the probability of a positive cost using logistic regression and the second part models the positive cost using a lognormal or Gamma distribution. To address the unmeasured confounding in studies on cost...
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