Running SPSS from Windows Command (CMD)

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My SPSS works fine with GUI, but I want to start using syntax (*.sps) files and run SPSS from windows CMD without the GUI. The documentation here says it should be easy and specifies the following command:

stats C:\cars.sav C:\analysis.sps

However when I type this command SPSS launches the GUI and does nothing more. Any ideas?

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