101 Do Pre-Registration and Pre-Analysis Plans Reduce p-Hacking and Publication Bias?: Evidence from 15,992 Test Statistics and Suggestions for Improvement Abel Brodeur, Nikolai M. Cook , Jonathan S. Hartley, Anthony Heyes —