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Except Bernanke set the policy and Bush named Bernanke to the Fed 

…and Yellen, lo and behold, was Bernanke's deputy under Bush.

Yellen was appointed to the Fed in 2004.  Bush was president.

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(quick fun fact, ... The Federal Reserve System was a Republican invention.)
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