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Will sys table analysis improve performance?

Should one analyze sys tables? Will it improve performance in general? Is there any document which says that we should analyze sys tables without harming performance?
Oracle discourages analyzing SYS tables prior to 9i and doesn't recommend it with 9i and after. There are several notes on Metalink that discuss this scenario (notes 245051.1 and 35272.1 in particular).

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