Bayesian adaptive estimation: the next dimension

DOI10.1016/J.JMP.2005.12.005zbMath1184.91182OpenAlexW1989699804WikidataQ110038215 ScholiaQ110038215MaRDI QIDQ2497767

Janne V. Kujala, Tuomas J. Lukka

Publication date: 4 August 2006

Published in: Journal of Mathematical Psychology (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/j.jmp.2005.12.005

zbMATH Keywords

Markov chain Monte Carlofast Fourier transformpsychometric functionparticle filter algorithmBayesian adaptive methodtwo-dimensional stimuli

Mathematics Subject Classification ID

Bayesian inference (62F15) Numerical analysis or methods applied to Markov chains (65C40) Numerical methods for discrete and fast Fourier transforms (65T50) Psychophysics and psychophysiology; perception (91E30) Applications of statistics to psychology (62P15)

Related Items (9)

Obtaining the best value for money in adaptive sequential estimation ⋮ A Review of Modern Computational Algorithms for Bayesian Optimal Design ⋮ A tutorial on adaptive design optimization ⋮ A predictive approach to nonparametric inference for adaptive sequential sampling of psychophysical experiments ⋮ Adaptive Design Optimization: A Mutual Information-Based Approach to Model Discrimination in Cognitive Science ⋮ A Bayesian-optimal principle for learner-friendly adaptation in learning games ⋮ Estimation and visualization of confusability matrices from adaptive measurement data ⋮ Asymptotic optimality of myopic information-based strategies for Bayesian adaptive estimation ⋮ Active Data Collection for Efficient Estimation and Comparison of Nonlinear Neural Models

Uses Software

• FFTW
• BayesDA

Cites Work

• Multiple parameter estimation in an adaptive psychometric method: MUEST, an extension of the QUEST method
• Bayesian computation and stochastic systems. With comments and reply.
• Sequential Monte Carlo Methods in Practice
• On a Measure of the Information Provided by an Experiment
• A sequential particle filter method for static models
• An Algorithm for the Machine Calculation of Complex Fourier Series
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