The Federal Open Market Committee's decision to begin tapering its asset purchasing program in January was the proper decision, Federal Reserve Bank of Richmond President Jeffrey Lacker said in a television interview Monday.

Going forward, Lacker said, the FOMC could increase or decrease the pace of the purchase program.

The decision to taper was not affected by the impending leadership change at the Fed, Lacker said in the interview on CNBC.

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