LAS VEGAS—Auto dealers want to lure young buyers back to new-car lots.

Auto makers have in recent years turned away from cheaper models, such as hatchbacks and small sedans, to focus their lineups on the higher-priced SUVs and trucks that have surged in popularity with the drop in fuel prices.

The shift has helped lift new-vehicle prices...