The generalized Robbins-Monro process and its application to psychophysical experiments for threshold estimation

DOI10.1016/J.JMP.2024.102855zbMATH Open1544.91252MaRDI QIDQ6595389

Yung-Fong Hsu, Hau-Hung Yang

Publication date: 30 August 2024

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

zbMATH Keywords

response timestochastic approximationadaptive methodthreshold estimationpsychometric functionaccelerated stochastic approximationresponse confidence

Mathematics Subject Classification ID

Psychophysics and psychophysiology; perception (91E30)

Cites Work

• Non-Parametric Up-and-down Experimentation
• Accelerated Stochastic Approximation
• On the limitations of fixed‐step‐size adaptive methods with response confidence
• A threshold theory account of psychometric functions with response confidence under the balance condition
• Asymptotic Distribution of Stochastic Approximation Procedures
• A Method for Obtaining and Analyzing Sensitivity Data
• A Stochastic Approximation Method
• Using simulation studies to evaluate statistical methods

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