This discussion emphasizes specification of subgroup analyses in the protocol and adjustment of the resulting p-values. The perspective is that of a statistician in the pharmaceutical industry. These comments are derived primarily from discussions with people from various companies, as well as the author's personal experience. These comments do not necessarily represent the philosophy of any past or present supervisors and/or colleagues.
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