14 citations · 35 across the 35 of their papers we have counts for
4 papers · 1 filter
Identifying relationships between cognitive processes across tasks, contexts, and time
Laura Wall, David Gunawan, Scott D. Brown +3
It is commonly assumed that a specific testing occasion (task, design, procedure, etc.) provides insights that generalise beyond that occasion. This assumption is infrequently care…
Time-evolving psychological processes over repeated decisions
David Gunawan, Guy E. Hawkins, Robert Kohn +2
Many psychological experiments have subjects repeat a task to gain the statistical precision required to test quantitative theories of psychological performance. In such experiment…
Robustly estimating the marginal likelihood for cognitive models via importance sampling
Minh-Ngoc Tran, Marcel Scharth, David Gunawan +3
Recent advances in Markov chain Monte Carlo (MCMC) extend the scope of Bayesian inference to models for which the likelihood function is intractable. Although these developments al…
A Statistical Recurrent Stochastic Volatility Model for Stock Markets
Trong-Nghia Nguyen, Minh-Ngoc Tran, David Gunawan +1
The Stochastic Volatility (SV) model and its variants are widely used in the financial sector while recurrent neural network (RNN) models are successfully used in many large-scale…