WASHINGTON—President Donald Trump is nearing a decision on whom to pick to lead the Federal Reserve, and met Wednesday with one of four candidates, according to people familiar with the matter.

Mr. Trump met with Stanford University economist John Taylor, a White House official said. Mr. Taylor has criticized the central bank’s easy-money stimulus policies since the financial crisis and pushed for the adoption of a mathematical formula to guide the Fed’s interest-rate decisions.

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