How should scientists measure the simplicity of hypotheses? Should a scientist favor simpler hypotheses over more complex

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How should scientists measure the simplicity of hypotheses? Should a scientist favor simpler hypotheses over more complex hypotheses that fit the data equally well? Are there alternatives?

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