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Month: August 2022

Ignorability

A missing data mechanism is said to be ignorable for likelihood inference if the joint likelihood for the responses of interest and missing data indicators can be decomposed into two separate components (containing the parameters of main interest and the parameters of the missingness mechanism, respectively) and the parameters for each component are distinct in […]

Hurdle Model

A model for count data that postulates two processes, one generating the zeros in the data and one generating the positive values. A binomial model governs the binary outcome of whether the count variable has a zero or a positive value. If the value is positive the ‘hurdle is crossed’ and the conditional distribution of […]