Greetings Cynthia:
Yes, it is possible to grow healthy oak trees in the state of Texas. Texas is home to numerous native oak species.
Here is a tree selection Website sponsored by your state's university Extension Service:
http://texastreeplanting.tamu.edu/
Best of luck!