TY - JOUR AU - Kunreuther,Howard AU - Silvasi,Gabriel AU - Bradlow,Eric T. AU - Small,Dylan TI - Deterministic and Stochastic Prisoner's Dilemma Games: Experiments in Interdependent Security JF - National Bureau of Economic Research Technical Working Paper Series VL - No. 341 PY - 2007 Y2 - August 2007 UR - http://www.nber.org/papers/t0341 L1 - http://www.nber.org/papers/t0341.pdf N1 - Author contact info: Howard Kunreuther Operations and Information Management The Wharton School University of Pennsylvania 3730 Walnut Street, 500 JMHH Philadelphia, PA 19104-6366 Tel: 215/898-4589 Fax: 215/573-2130 E-Mail: kunreuther@wharton.upenn.edu Gabriel Silvasi The Wharton School University of Pennsylvania 3730 Walnut Street, 500 JHMM Philadelphia, PA 19104-6366 E-Mail: silvasig@wharton.upenn.edu Eric T. Bradlow The Wharton School University of Pennsylvania 3730 Walnut Street, 761 JMHH Philadelphia, PA 19104-6366 E-Mail: ebradlow@wharton.upenn.edu Dylan Small The Wharton School University of Pennsylvania 3730 Walnut Street, 464 JMHH Philadelphia, PA 19104-6366 E-Mail: dsmall@wharton.upenn.edu AB - This paper examines experiments on interdependent security prisoner's dilemma games with repeated play. By utilizing a Bayesian hierarchical model, we examine how subjects make investment decisions as a function of their previous experience and their treatment condition. Our main findings are that individuals have differing underlying propensities to invest that vary across time, are affected by both the stochastic nature of the game and even more so by an individual's ability to learn about his or her counterpart's choices. Implications for individual decisions and the likely play of a person's counterpart are discussed in detail. ER -