The best way to help a pinched nerve in your lower back is to rest and avoid any activities that may cause further irritation. Applying an ice pack or taking an over-the-counter anti-inflammatory medication can also help to reduce pain and inflammation. Stretching and strengthening exercises can also be beneficial in the long run, but it is best to consult with a doctor or physical therapist before beginning any exercise program.