Sen. Rand Paul (R., Ky.) has taken over the mantle of leading Federal Reserve critic within the Republican Party from his father, former Texas representative Ron Paul.

Mr. Paul, a likely candidate for the 2016 Republican presidential nomination, has introduced a bill that would allow for congressional audits through the Government Accountability Office of the Fed’s monetary policy deliberations, something Fed officials say would curb the central bank’s independence.