This paper theoretically and empirically investigates the role of noisy cognition in perceptual judgment, focusing on central tendency effect: well-known empirical regularity that judgments are biased towards center stimulus distribution. Based a formal Bayesian framework, we generate predictions about relationships between subjective confidence, tendency, response variability. Specifically, ou...