The immediate answer is that it's impossible to answer the question, as posed, since the experimental procedure is not defined. If one asks a related question, however, what are the parameters, whose values cannot be rescaled arbitrarily, then dimensional analysis is useful tool and can lead to an answer, that is useful for numerical work, for example and experiment, also.