Toward a more comprehensive modeling of sequential lineups

Kellen, David; McAdoo, Ryan M.

doi:10.1186/s41235-022-00397-3

Cognitive Research: Principles and Implications

Table 6 Model selection results and parameter estimates (Reanalysis of Dunn et al., 2022)

From: Toward a more comprehensive modeling of sequential lineups

Confidence rating judgments
Model	Parameters	\(G^2\)	AIC	BIC
SDT\(_{\tau 4,\,\emptyset }\)	30	215	275	482
SDT\(_{\tau 4,\,\mu 1}\)	31	171	233	446
SDT\(_{\tau 4,\,\sigma 1}\)	31	171	233	446
SDT\(_{\tau 4,\,\mu 2}\)	36	169	240	488
SDT\(_{\tau 4,\,\sigma 2}\)	36	169	240	488

SDT\(_{\tau 4,\, \emptyset }\)		SDT\(_{\tau 4,\, \mu 1}\)		SDT\(_{\tau 4,\, \sigma 1}\)		SDT\(_{\tau 4,\, \mu 2}\)		SDT\(_{\tau 4,\, \sigma 2}\)
\(\mu _T\)	0.88	\(\mu _{T}\)	0.78	\(\mu _{T}\)	0.78	\(\mu _{T}\)	0.78	\(\mu _{T}\)	0.78
\(\sigma ^2_T\)	0.47	\(\sigma ^2_{T}\)	0.46	\(\sigma ^2_{T}\)	0.46	\(\sigma ^2_{T}\)	0.46	\(\sigma ^2_{T}\)	0.46
\(\tau _{0,1}\)	0.39	\(\alpha _{1}\)	1	\(\xi _{1}\)	1	\(\alpha _{1}\)	1	\(\xi _{1}\)	1
\(\tau _{0,2}\)	0.50	\(\alpha _{2-6}\)	1.17	\(\xi _{2-6}\)	0.73	\(\alpha _{2}\)	1.17	\(\xi _{2}\)	0.73
\(\tau _{0,3}\)	0.44	\(\tau _{0,1}\)	0.41	\(\tau _{0,1}\)	0.41	\(\alpha _{3}\)	1.16	\(\xi _{3}\)	0.74
\(\tau _{0,4}\)	0.43	\(\tau _{0,2}\)	0.50	\(\tau _{0,2}\)	0.43	\(\alpha _{4}\)	1.19	\(\xi _{4}\)	0.71
\(\tau _{0,5}\)	0.42	\(\tau _{0,3}\)	0.44	\(\tau _{0,3}\)	0.38	\(\alpha _{5}\)	1.17	\(\xi _{5}\)	0.73
\(\tau _{0,6}\)	0.42	\(\tau _{0,4}\)	0.43	\(\tau _{0,4}\)	0.37	\(\alpha _{6}\)	1.12	\(\xi _{6}\)	0.80
\(\delta\)	0.49	\(\tau _{0,5}\)	0.44	\(\tau _{0,5}\)	0.37	\(\tau _{0,1}\)	0.41	\(\tau _{0,1}\)	0.41
\(\lambda\)	0.13	\(\tau _{0,6}\)	0.43	\(\tau _{0,6}\)	0.37	\(\tau _{0,2}\)	0.50	\(\tau _{0,2}\)	0.43
\(\omega\)	0.84	\(\delta\)	0.45	\(\delta\)	0.39	\(\tau _{0,3}\)	0.44	\(\tau _{0,3}\)	0.38
\(\eta\)	-0.17	\(\lambda\)	0.16	\(\lambda\)	0.16	\(\tau _{0,4}\)	0.43	\(\tau _{0,4}\)	0.36
\(\gamma\)	0.01	\(\omega\)	0.83	\(\omega\)	0.83	\(\tau _{0,5}\)	0.43	\(\tau _{0,5}\)	0.37
		\(\eta\)	-0.17	\(\eta\)	-0.17	\(\tau _{0,6}\)	0.42	\(\tau _{0,6}\)	0.38
		\(\gamma\)	0.01	\(\gamma\)	0.01	\(\delta\)	0.44	\(\delta\)	0.38
						\(\lambda\)	0.14	\(\lambda\)	0.13
						\(\omega\)	0.84	\(\omega\)	0.84
						\(\eta\)	-0.17	\(\eta\)	-0.17
						\(\gamma\)	0.02	\(\gamma\)	0.02

The best-performing values according to AIC and BIC are underlined and in bold font

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