The sentence is correct and in common use, but I don't think the quote is accurate. FD Roosevelt said (according to an internet source):
'This great Nation will endure as it has endured, will revive and will prosper. So, first of all, let me assert my firm belief that the only thing we have to fear is fear itself—nameless, unreasoning, unjustified terror which paralyzes needed