simMetaData {metaSDTreg}

Simulated metacognition experiment

Description

Data is simulated from the meta-SDT model, formula (3)-(4) in Kristensen, Sandberg and Bibby (2020). The true values of the simulation parameters are c(tau.n.2=-0.5, tau.n.1=-0.2, theta=0, tau.s.1=0.8, tau.s.2=1, d.n=0.5, d=1, d.s=0.75).

Usage

simMetaData

Format

A data frame with 25000 obs. of 5 variables:

id

Subject id.

m

Observation id, within subject.

S

Signal indicator (0 or 1).

resp

Type 1 response (0 or 1).

conf

Type 2 response, ordered (1, 2 or 3).

References

Kristensen, S. B., Sandberg, K., & Bibby, B. M. (2020). Regression methods for metacognitive sensitivity. Journal of Mathematical Psychology, 94. <doi:10.1016/j.jmp.2019.102297>.