For the smaller ones
Where the Wild Things Are
Oh, The Places You'll Go (Actually all Dr. Seuss)
The Giving Tree
Berenstain Bear books
And a few more of my childhood favorites...
I don't know what ages that these are appropriate for...
The Wind in the Willows (My absolute favorite book growing up outside of my collection of Hans Christian Anderson)
The Chronicles of Narnia
Anything by Judy Blume
Rudyard Kipling's Just so stories
Three Investigator's series