A method for efficiently sampling from distributions with correlated dimensions.
- Brandon M. Turner, P. Sederberg, Scott D. Brown, M. Steyvers
- Computer SciencePsychological methods
- 6 May 2013
It is demonstrated in a simulation study that the performance of the DE-MCMC algorithm is unaffected by the correlation of the target distribution, whereas conventional MCMC performs substantially worse as the correlation increases, and it is shown that theDE- MCMC algorithm can be used to efficiently fit a hierarchical version of the linear ballistic accumulator model to response time data.
The Maximization Inventory
- Brandon M. Turner, H. Rim, N. Betz, T. Nygren
- PsychologyJudgment and Decision Making
- 1 January 2012
We present the Maximization Inventory, which consists of three separate scales: decision difficulty, alternative search, and satisficing. We show that the items of the Maximization Inventory have…
When the Brain Takes a Break: A Model-Based Analysis of Mind Wandering
- M. Mittner, W. Boekel, A. Tucker, Brandon M. Turner, A. Heathcote, B. Forstmann
- Psychology, BiologyJournal of Neuroscience
- 3 December 2014
It is shown that mind wandering in humans is characterized by inefficiencies in executive control (task-monitoring) processes, and this failure is predicted by a single-trial signature of (co)activations in the DMN, ACN, and neuromodulation, and accompanied by a decreased rate of evidence accumulation and response thresholds in the cognitive model.
A Bayesian framework for simultaneously modeling neural and behavioral data
- Brandon M. Turner, B. Forstmann, E. Wagenmakers, S. Brown, P. Sederberg, M. Steyvers
- Psychology, BiologyNeuroImage
- 15 May 2013
A tutorial on approximate Bayesian computation
- Brandon M. Turner, T. Zandt
- Computer Science
- 1 April 2012
Approaches to Analysis in Model-based Cognitive Neuroscience.
- Brandon M. Turner, B. Forstmann, B. Love, T. Palmeri, Leendert van Maanen
- Psychology, BiologyJournal of Mathematical Psychology
- 1 February 2017
A generalized, likelihood-free method for posterior estimation
- Brandon M. Turner, P. Sederberg
- Computer SciencePsychonomic Bulletin & Review
- 1 April 2014
A new approach to Bayesian posterior estimation that requires no summary statistics, error terms, or thresholds and is generalizable to all models in psychology that can be simulated is provided.
Intertemporal Choice as Discounted Value Accumulation
- Christian A. Rodriguez, Brandon M. Turner, S. McClure
- EconomicsPLoS ONE
- 28 February 2014
The Linear Ballistic Accumulator model is evaluated as a theory of the selection process in intertemporal choice and the drift rates that drive evidence accumulation in the best-fitting LBA model are related to independently estimated subjective values derived from various temporal discounting models.
Studies of the dimensionality, correlates, and meaning of measures of the maximizing tendency
- H. Rim, Brandon M. Turner, N. Betz, T. Nygren
- PsychologyJudgment and Decision Making
- 1 August 2011
This series of four studies was designed to clarify the underlying dimensionality and psychological well-being correlates of the major extant measures of the maximization tendency: the Maximization…
Cognitive and Neural Bases of Multi-Attribute, Multi-Alternative, Value-based Decisions
- J. Busemeyer, S. Gluth, J. Rieskamp, Brandon M. Turner
- BiologyTrends in Cognitive Sciences
- 1 March 2019
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