Table 5.
Reliable parameters from Model 3 using the BIC model selection technique. Smaller and more negative values indicate that a letter was less perceivable, biased against, or that a letter combination was discriminated less well than was expected by the perceivability and bias alone. Baseline log-odds accuracy was 1.306 which is equivalent to a percent accuracy of 78.7, which was restricted to be the same across both experiments.
Letter | Experiment 1 (“@”) | Experiment 2 (“#”) | Global Dissimilarity (δ) | Experiment-specific Dissimilarity (δ) | ||||||
---|---|---|---|---|---|---|---|---|---|---|
Perceivability (λ) | Bias (γ) | Perceivability (λ) | Bias (γ) | |||||||
Intercept | 1.306 | 1.306 | ||||||||
A | −0.571 | B | G | −0.388 | Experiment 1 | |||||
B | 0.227 | C | G | −0.737 | B | Z | 0.621 | |||
C | −0.174 | 0.602 | −0.206 | C | O | −0.686 | C | D | −0.638 | |
D | 0.208 | 0.155 | C | Q | −0.540 | D | G | −0.927 | ||
E | C | U | −0.364 | D | O | −0.597 | ||||
F | −0.153 | D | Z | 0.349 | D | Q | −0.849 | |||
G | −0.230 | E | F | −0.648 | D | U | −0.618 | |||
H | −0.612 | H | N | −0.457 | E | I | 0.475 | |||
I | −0.273 | −0.948 | −0.346 | I | L | −0.335 | G | Q | −0.560 | |
J | −0.338 | −0.242 | −0.146 | K | M | −0.345 | G | U | −0.599 | |
K | K | X | −0.355 | O | U | −0.522 | ||||
L | −0.164 | −0.573 | −0.191 | M | N | −0.424 | R | Y | −0.600 | |
M | 0.246 | M | W | −0.468 | ||||||
N | −0.118 | N | W | −0.408 | Experiment 2 | |||||
O | 0.672 | −0.161 | O | Q | −1.152 | A | V | −0.551 | ||
P | Q | U | −0.646 | D | L | 0.653 | ||||
Q | X | Y | −0.342 | E | K | −0.635 | ||||
R | 0.171 | 0.148 | F | T | −0.497 | |||||
S | 0.258 | −0.126 | G | L | 0.482 | |||||
T | −0.382 | −0.199 | G | X | 0.473 | |||||
U | Differential Dissimilarity | H | W | −0.494 | ||||||
V | 0.422 | A | Q | −0.472 | L | P | 0.663 | |||
W | −0.251 | E | N | 0.360 | L | Q | 0.621 | |||
X | −0.25 | −0.851 | 0.161 | G | P | −0.413 | Q | R | 0.470 | |
Y | 0.204 | −0.626 | I | Z | 0.379 | |||||
Z | U | X | −0.415 |