January 5, 2016 Lovisa Sundin Statistics VII. The Contrived Counter-Factual January 5, 2016 Lovisa Sundin Statistics The shape of a probability distribution reflects – albeit very indirectly and cryptically – logical properties about the generating mechanism underneath.