A criminal investigation of Federal Reserve Chair Jerome Powell has ratcheted up an extraordinary clash between the White House and the nation’s top central banker.

Several Federal Reserve officials have weighed in this week on the news that the Justice Department is investigating Jerome Powell.

Powell responded through a video statement Sunday night, in which he called the investigation a pretext as part of President Trump’s continuing campaign to pressure the Fed to lower interest rates and...