I don’t believe that page vars are passed through the expression parser, so you can’t use expressions in the page variables. If you need a dynamic page variable you have a few other options.
If you are calling this page from a link or widget that you have created, then you can use properties of the calling component to pass variables into the page and those properties will be evaluated by the expression parser.
The other option, which will depend on the structure of the page and where you need this variable is to just wrap the widget the needs the variable in an oh-context component.
This means the variable will only be available to the descendant nodes of the context, so if the use of the variable is very wide-spread this will be more difficult.
@ubeaut: I was inspired by this or something very similar. But I don’t want preset ranges rather individual from and to date/times. @JustinG: Very good, so I only need to nest everything in a oh-context. I only use it in my widget so it works.