bnRep (version 0.0.3)

tastingtea: tastingtea Bayesian Network

Description

A Bayesian network for modelling the Lady tasting tea experiment.

Value

An object of class bn.fit. Refer to the documentation of bnlearn for details.

Format

A discrete Bayesian network for modelling the Lady Tasting Tea experiment. The probabilities were given in the referenced paper. The vertices are:

AbilityToTaste

(0.5, 0.75, 1);

Cup1

(tea, milk);

Cup2

(tea, milk);

Cup3

(tea, milk);

Cup4

(tea, milk);

Cup5

(tea, milk);

Cup6

(tea, milk);

Cup7

(tea, milk);

Cup8

(tea, milk);

TestOutcome1

(tea, milk);

TestOutcome2

(tea, milk);

TestOutcome3

(tea, milk);

TestOutcome4

(tea, milk);

TestOutcome5

(tea, milk);

TestOutcome6

(tea, milk);

TestOutcome7

(tea, milk);

TestOutcome8

(tea, milk);

References

Xie, G. (2024). A Bayesian network for modelling the Lady tasting tea experiment. PloS one, 19(7), e0307866.