Antique Bedroom Door Locking?

My house is over 100 years old, and none of the bedroom doors lock. My sister steals my clothes and leaves them at her friends house and I never get them back. I really want to buy a doorknob that locks from the outside and the inside, but if I buy one then will I be able to install it on my antique door? Just wondering.