Rethinking the Role of 'Base Rates' in Probabilistic Reasoning Branden Fitelson There has been much controversy over the past 30+ years in both the psychological and philosophical literature over the role of "base rates" in probabilistic reasoning. I will discuss this controversy from several perspectives, both normative and descriptive. I will focus on the presentation and discussion of Gigerenzer et al. who claim to have an "ecological" explanation (and justification?) of various "base rates" phenomena. Other authors in the philosophical literature will also be discussed. In the end, I will propose some alternative ways of reconstructing "base rate" behavior in terms of recent accounts (both psychological and philosophical) of evidential support and causal strength.