Table 1 Open in new tab Prior mean and... | Oxford Academic

Table 1

Open in new tab

Prior mean and variance for the parameters of the perceptual and response models, and the noise parameter

Parameter	Prior mean	Prior variance
Perceptual model
ω	−6	100
\|$\vartheta $\|	0.1	100
Response model
ζ_{1_valid}	0.0052	0.1
ζ_{1_invalid}	0.0052	0.1
ζ₂	0.0006	0.001
Noise parameters
ζ₃	0.001	1000

Parameter	Prior mean	Prior variance
Perceptual model
ω	−6	100
\|$\vartheta $\|	0.1	100
Response model
ζ_{1_valid}	0.0052	0.1
ζ_{1_invalid}	0.0052	0.1
ζ₂	0.0006	0.001
Noise parameters
ζ₃	0.001	1000

Note: |$\vartheta $| is estimated in logit-space, while ζ_{1_valid}, ζ_{1_invalid}, and ζ₂ are estimated in log-space.

Table 1

Open in new tab

Prior mean and variance for the parameters of the perceptual and response models, and the noise parameter

Parameter	Prior mean	Prior variance
Perceptual model
ω	−6	100
\|$\vartheta $\|	0.1	100
Response model
ζ_{1_valid}	0.0052	0.1
ζ_{1_invalid}	0.0052	0.1
ζ₂	0.0006	0.001
Noise parameters
ζ₃	0.001	1000

Parameter	Prior mean	Prior variance
Perceptual model
ω	−6	100
\|$\vartheta $\|	0.1	100
Response model
ζ_{1_valid}	0.0052	0.1
ζ_{1_invalid}	0.0052	0.1
ζ₂	0.0006	0.001
Noise parameters
ζ₃	0.001	1000

Note: |$\vartheta $| is estimated in logit-space, while ζ_{1_valid}, ζ_{1_invalid}, and ζ₂ are estimated in log-space.