Students at Liberty University, one of the largest evangelical Christian colleges in the country, have issued a public statement denouncing Donald Trump, highlighting the increasingly bitter divide among conservative Christians about whether to continue supporting the Republican nominee after revelations about his alleged treatment of women.

The statement is a rebuke not only to Mr. Trump himself, but also to Liberty’s president, Jerry Falwell, Jr., who has been one of Mr. Trump’s earliest and most influential supporters among...