Elizabeth Bonawitz

 
 
Assistant Professor
Rutgers University, Psychology Department
101 Warren Street, Newark, NJ 07102
Smith Hall Room 334
Office: (973) 353-5440 x3944
Fax: (973)353-1171
E-mail: elizabeth.bonawitz@rutgers.edu
 
 
 
Research Interests
 
My research bridges two research traditions: Cognitive Development and Computational Modeling. By bridging these methods, I hope to understand the structure of children's early causal beliefs, how evidence and prior beliefs interact to affect children's learning, the developmental processes that influence children's belief revision, and the role of social factors (such as learning from others) in guiding learning.
 
Selected Publications
 
Bonawitz, E., Denison, S., Gopnik, G., & Griffiths, T.L. (2014) Win-stay, lose-shift: A simple sampling algorithm for approximating Bayesian inference. Cognitive Psychology, 74, 35-65. 
 
Bonawitz, E., Denison, S., Griffiths, T., & Gopnik, A. (2014) Probabilistic Models, Learning Algorithms, Response Variability: Sampling in Cognitive Development. Trends in Cognitive Science, 18, 497-500.
 
Bonawitz, E. & Shafto, P. (2016) Computational models of learning during development, social influences. Current Opinions in Behavioral Science, 7, 95-100. 
 
Bonawitz, E.B., & Lombrozo, T. (2012) Occam's Rattle: Children's use of simplicity and probability to constrain inference. Developmental Psychology, 48, 1156-1164.
 
Bonawitz, E.B., van Schijndel, T., Friel, D., & Schulz, L. (2012) Children balance theories and evidence in exploration, explanation, and learning. Cognitive Psychology, 64(4), 215-234.