Moving the application to an other account

It's not possible. 

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A possible solution is to delete the app from the old account

Change the id in the manifest.xml

Upload the app to the new account

Note that your download count will be gone, existing users won't automatically know about the new app and will have to delete the old app manually from their device and then download the new app.

That's exactly what I would like to avoid.

It is not convenient for the user that the application get removed and that they need to find it again in the store.

you can also just leave it in your old account.

Why do you want to move it?