Bayesian parameter estimation in the Expectancy Valence model of the Iowa gambling task

[1]  W. Estes The problem of inference from curves based on group data. , 1956, Psychological bulletin.

[2]  Estes Wk The problem of inference from curves based on group data. , 1956 .

[3]  R. Duncan Luce,et al.  Individual Choice Behavior , 1959 .

[4]  H. D. De Kanter [The philosophy of statistics]. , 1972, Ginecología y Obstetricia de México.

[5]  A. P. Dawid,et al.  Present position and potential developments: some personal views , 1984 .

[6]  P. W. Jones,et al.  Bandit Problems, Sequential Allocation of Experiments , 1987 .

[7]  G. Casella,et al.  Explaining the Gibbs Sampler , 1992 .

[8]  Walter R. Gilks,et al.  A Language and Program for Complex Bayesian Modelling , 1994 .

[9]  A. Damasio,et al.  Insensitivity to future consequences following damage to human prefrontal cortex , 1994, Cognition.

[10]  W. Estes Toward a Statistical Theory of Learning. , 1994 .

[11]  B. Carlin,et al.  Bayesian Model Choice Via Markov Chain Monte Carlo Methods , 1995 .

[12]  P. Green Reversible jump Markov chain Monte Carlo computation and Bayesian model determination , 1995 .

[13]  Andrew W. Moore,et al.  Reinforcement Learning: A Survey , 1996, J. Artif. Intell. Res..

[14]  A. Damasio,et al.  Deciding Advantageously Before Knowing the Advantageous Strategy , 1997, Science.

[15]  Michael I. Jordan Graphical Models , 1998 .

[16]  Scott D. Brown,et al.  The power law repealed: The case for an exponential law of practice , 2000, Psychonomic bulletin & review.

[17]  J. Busemeyer,et al.  A contribution of cognitive decision models to clinical assessment: decomposing performance on the Bechara gambling task. , 2002, Psychological assessment.

[18]  P. Whitney,et al.  Somatic markers, working memory, and decision making , 2002, Cognitive, affective & behavioral neuroscience.

[19]  David J. Spiegelhalter,et al.  Bayesian graphical modelling: a case‐study in monitoring health outcomes , 2002 .

[20]  R. Ratcliff,et al.  Estimating parameters of the diffusion model: Approaches to dealing with contaminant reaction times and parameter variability , 2002, Psychonomic bulletin & review.

[21]  W. Estes,et al.  Traps in the route to models of memory and decision , 2002, Psychonomic bulletin & review.

[22]  I. J. Myung,et al.  Tutorial on maximum likelihood estimation , 2003 .

[23]  Jerome R Busemeyer,et al.  Cognitive modeling analysis of decision-making processes in cocaine abusers , 2004, Psychonomic bulletin & review.

[24]  E. Crone,et al.  Developmental Changes in Real Life Decision Making: Performance on a Gambling Task Previously Shown to Depend on the Ventromedial Prefrontal Cortex , 2004, Developmental neuropsychology.

[25]  Mary Kathryn Cowles Review of WinBUGS 1.4 , 2004 .

[26]  Eldad Yechiam,et al.  Comparison of basic assumptions embedded in learning models for experience-based decision making , 2005, Psychonomic bulletin & review.

[27]  J. Busemeyer,et al.  Older adults as adaptive decision makers: evidence from the Iowa Gambling Task. , 2005, Psychology and aging.

[28]  Scott A. Sisson,et al.  Transdimensional Markov Chains , 2005 .

[29]  Jun Lu,et al.  An introduction to Bayesian hierarchical models with an application in the theory of signal detection , 2005, Psychonomic bulletin & review.

[30]  M. Lee,et al.  Bayesian statistical inference in psychology: comment on Trafimow (2003). , 2005, Psychological review.

[31]  Jerome R. Busemeyer,et al.  Using Cognitive Models to Map Relations Between Neuropsychological Disorders and Human Decision-Making Deficits , 2005, Psychological science.

[32]  Richard S. Sutton,et al.  Reinforcement Learning: An Introduction , 1998, IEEE Trans. Neural Networks.

[33]  Jeffrey N. Rouder,et al.  A hierarchical model for estimating response time distributions , 2005, Psychonomic bulletin & review.

[34]  M. Lee,et al.  Modeling individual differences in cognition , 2005, Psychonomic bulletin & review.

[35]  Jerome R. Busemeyer,et al.  Individual differences in the response to forgone payoffs: an examination of high functioning drug abusers , 2005 .

[36]  Cécile Amblard,et al.  Estimation Procedures for a Semiparametric Family of Bivariate Copulas , 2005 .

[37]  H. Stern,et al.  An Empirical Comparison of Methods for Computing Bayes Factors in Generalized Linear Mixed Models , 2005 .

[38]  Merrill Hiscock,et al.  The Simulated Gambling Paradigm Applied to Young Adults: An Examination of University Students' Performance , 2006, Applied neuropsychology.

[39]  T. Griffiths,et al.  Modeling individual differences using Dirichlet processes , 2006 .

[40]  P. Dayan,et al.  Cortical substrates for exploratory decisions in humans , 2006, Nature.

[41]  Peter Grünwald,et al.  Accumulative prediction error and the selection of time series models , 2006 .

[42]  Lesa Hoffman,et al.  Multilevel models for the experimental psychologist: Foundations and illustrative examples , 2007, Behavior research methods.

[43]  Jun Lu,et al.  Signal Detection Models with Random Participant and Item Effects , 2007 .

[44]  Richard D. Morey,et al.  Problematic effects of aggregation in zROC analysis and a hierarchical modeling solution , 2008 .

[45]  Charles Kemp,et al.  Bayesian models of cognition , 2008 .

[46]  Tom Lodewyckx,et al.  Bayesian Versus Frequentist Inference , 2008 .

[47]  H. Hoijtink,et al.  Bayesian Evaluation of Informative Hypotheses. , 2008 .

[48]  Tom Lodewyckx,et al.  Bayesian hypothesis testing for hierarchical models using transdimensional Markov chain Monte Carlo methods , 2008 .

[49]  Jane S. Paulsen,et al.  Neurocognitive deficits related to poor decision making in people behind bars , 2008, Psychonomic bulletin & review.

[50]  Jeffrey N. Rouder,et al.  A hierarchical process-dissociation model. , 2008, Journal of experimental psychology. General.

[51]  Richard D. Morey,et al.  A statistical model for discriminating between subliminal and near-liminal performance , 2008 .

[52]  Jie W Weiss,et al.  Bayesian Statistical Inference for Psychological Research , 2008 .

[53]  M. Lee Three case studies in the Bayesian analysis of cognitive models , 2008, Psychonomic bulletin & review.

[54]  Joseph Hilbe,et al.  Data Analysis Using Regression and Multilevel/Hierarchical Models , 2009 .

[55]  M. Lee,et al.  A Bayesian analysis of human decision-making on bandit problems , 2009 .