Abstract
In this chapter, we provide an outlook on likelihood-free methods and their potential impact on the field of cognitive science. We also discuss the role that mathematical tractability should play in the development of new computational models, given the development of feasible estimation techniques for simulation-based inference.
This is a preview of subscription content, log in via an institution.
Buying options
Tax calculation will be finalised at checkout
Purchases are for personal use only
Learn about institutional subscriptionsReferences
S. Dennis, M. Lee, A. Kinnell, J. Math. Psychol. 59, 361 (2008)
B.M. Turner, P.B. Sederberg, Psychon. Bull. Rev. 21, 227 (2014)
B.M. Turner, T. Van Zandt, J. Math. Psychol. 56, 69 (2012)
B.M. Turner, T. Van Zandt, Psychometrika 79, 185 (2014)
R.M. Shiffrin, M. Steyvers, Psychon. Bull. Rev. 4, 145 (1997)
S. Dennis, M.S. Humphreys, Psychol. Rev. 108, 452 (2001)
B.M. Turner, S. Dennis, T. Van Zandt, Psychol. Rev. 120, 667 (2013)
J.I. Myung, M. Montenegro, M.A. Pitt, J. Math. Psychol. 51, 198 (2007)
M. Usher, J.L. McClelland, Psychol. Rev. 108, 550 (2001)
M. Montenegro, J. Myung, M. Pitt, J. Math. Psychol. 60, 23 (2014)
B.M. Turner, T. Van Zandt, S.D. Brown, Psychol. Rev. 118, 583 (2011)
B.M. Turner, P.B. Sederberg, J.L. McClelland, J. Math. Psychol. 72, 191 (2016)
M.N. Shadlen, W.T. Newsome, J. Neurophysiol. 86, 1916 (2001)
A.R. Teodorescu, M. Usher, Psychol. Rev. 120, 1 (2013)
S. Roberts, H. Pashler, Psychol. Rev. 107, 358 (2000)
I.J. Myung, M.A. Pitt, Psychon. Bull. Rev. 4, 79 (1997)
I.J. Myung, M. Forster, M.W. Browne, J. Math. Psychol. 44, 1 (2000)
B.M. Turner, B.U. Forstmann, B.U. Love, T.J. Palmeri, L. Van Maanen, J. Math. Psychol. 76, 65 (2017)
Author information
Authors and Affiliations
Rights and permissions
Copyright information
© 2018 Springer International Publishing AG
About this chapter
Cite this chapter
Palestro, J.J., Sederberg, P.B., Osth, A.F., Zandt, T.V., Turner, B.M. (2018). Conclusions. In: Likelihood-Free Methods for Cognitive Science. Computational Approaches to Cognition and Perception. Springer, Cham. https://doi.org/10.1007/978-3-319-72425-6_6
Download citation
DOI: https://doi.org/10.1007/978-3-319-72425-6_6
Published:
Publisher Name: Springer, Cham
Print ISBN: 978-3-319-72424-9
Online ISBN: 978-3-319-72425-6
eBook Packages: Behavioral Science and PsychologyBehavioral Science and Psychology (R0)