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Treatment Effect Moderation with Small Subgroups: An Incremental Subgroup Analysis Approach

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Subgroup analysis is an important tool for studying treatment effect moderation. However, when a subgroup has a relatively small proportion (referred to as "focal subgroup"), standard subgroup analysis could encounter practical difficulties (e.g., low estima... ...