Can I switch apple store country to other country store

Nazih,

Yes, you can. You must change your Apple Store Id information by selecting the new country, and providing a veirfyible billing address and a credit/bank card issued by an accredited bank/financial institution within that country.

Of course, this assumes that you are also living in that country.