Many people do. And for a wide variety of reasons. Lack of good educational opportunities in the local area, a child withdrawn from school due to bullying (by fellow pupils or teachers) or lack of facilities for a child with specific needs.
Over the next few months, That's Parenting will carry several articles on home schooling. Please look out for them.