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 |