How to configure Internet Explorer to open Office documents in the appropriate Office program instead of in Internet Explorer

This solution works fine for Office and Windows Prior to Office 2013, you have to do manually for Office 2013.

If you follow the manually procedure it will work with Excel 2013.

SOURCE: Microsoft Support Article