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. 2020 May 26;11:750. doi: 10.3389/fpsyg.2020.00750

TABLE 2.

Correct solution and typical incorrect Bayesian strategies with regard to the correct solution “F out of D” in a typical Bayesian reasoning task (according to Gigerenzer and Hoffrage, 1995; Steckelberg et al., 2004; Zhu and Gigerenzer, 2006; Días and Batanero, 2009; Eichler and Böcherer-Linder, 2018; Bruckmaier et al., 2019).

Probabilities (with b, c, d, etc.) Frequencies (with A, B, C, etc.)
Correct solution (Bayesian) k = f/d = b⋅j/(b⋅j + m⋅c) F out of D = F out of (F + G)
Incorrect Algorithm (Non-Bayesian)
Joint occurrence (Gigerenzer and Hoffrage, 1995) f = b⋅j = d⋅k F out of A
Fisherian/Representative thinking/Transposed conditional (Gigerenzer and Hoffrage, 1995; Zhu and Gigerenzer, 2006; Días and Batanero, 2009) j = f/b F out of B
Base rate only/Conservatism (Gigerenzer and Hoffrage, 1995; Zhu and Gigerenzer, 2006) b B out of A
Evidence only (Zhu and Gigerenzer, 2006) d = f + g = b⋅j + c⋅m D out of A = (F + G) out of A
Likelihood substraction (Gigerenzer and Hoffrage, 1995) j – m = f/b – g/c (F out of B) – (G out of C)
Pre-Bayes (Steckelberg et al., 2004; Zhu and Gigerenzer, 2006) Not applicable B out of D = B out of (F + G)
Correct positive rate/false positive rate (Steckelberg et al., 2004) j/m Not applicable