cComb | R Documentation |
Combine evidence in the form of credal sets (based on intervals) using the credal combination operator (also known as the robust Bayesian combination operator). The resulting credal set is approximated by using probability intervals.
cComb(x,y)
x |
credal set or a list of credal sets |
y |
credal set if |
credal set
Alexander Karlsson
Levi, I. (1983), The enterprise of knowledge, The MIT press
Arnborg, S. (2006), Robust Bayesianism: Relation to Evidence Theory, Journal of Advances in Information Fusion, 1, 63-74
Karlsson, A., Johansson, R., and Andler, S. F. (2011), Characterization and Empirical Evaluation of Bayesian and Credal Combination Operators, Journal of Advances in Information Fusion, 6, 150-166
dComb, yComb, mComb
# construct a state space stateSpace <- c("a", "b", "c") # construct credal sets with the given state space c1 <- credal(c(0.1, 0.1, 0.1), c(0.8, 0.8, 0.8), stateSpace) c2 <- credal(c(0.2, 0.2, 0.2), c(0.9, 0.9, 0.9), stateSpace) # combine the credal sets cComb(c1, c2) # or by cComb(list(c1, c2))
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