A family of Microsoft relational database management systems designed for ease of use.
Qing's link does not speak about your scenario. That's because it is not a supported configuration. When an Excel file is "in SharePoint", you mean "in a document library in SharePoint". Such documents cannot be linked to.
You either check out the document to your local machine and link to it, or move the data into a SharePoint List.