JCPenney is attributing a portion of its holiday success to an online order, in-store pickup program even as a number of other retailers ran into obstacles with similar omnichannel strategies.

JCPenney has weathered a bankruptcy, store closings and a CEO straight out of Silicon Valley — all followed by continual revenue declines. Now, the storied company is getting another shot at ...