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Go into the Project list, hit the edit button and wait for the project list in the side bar to show the delete symbol on the left and the 3 line icon on the right. Press the three line icon until the project is selected and then drag it up or down the list.

It should be the same as the method on the iPhone app as you mentioned.

I've just tried it on mine and it works exactly the same in both