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Denoising forced-choice detection data

1. Introduction

2. Theoretical justification and practical implementation

Declaration !

Notations

Simulation studies

same number of trials

2AFC Yes-no

  • criterion -dependent
  • criterion shift
  • poorer estimation of threshold and slope

Miguel A. Garcı´a-Pe´rez

  • imprecise statistically
  • response bias
  • Running long sessions to obtain dependable estimates
  • Settling for short sessions with large sampling variance

British Journal of Mathematical and Statistical Psychology (2010), 63, 75–100

whether one could

have the best of both worlds ?

2 AFC

same number of trial

estimate precisely

YES!

Denoising 2-AFC detection data

F(x): from 0 to 1

the probability that an observer detects a stimulus of level x in a yes–no trial is given by F(x)

gamma: false alarm rate

,

2.

Theoretical justification

Practical implementation Instructions

3. simulation results

4. empirical test result

5. comments & extensions

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