Estimating log-likelihood in Condition Stage — log_likelihood_multi

Function written in C++ estimating the log likelihood of a given parameter set during the condition stage.

Usage

log_likelihood_multi_c(probabilities, observations)

Arguments

probabilities: NumericVector containing the probabilities of a multinominal distribution. In the context of Iota Reliability this refers to a specific row of the Assignment Error Matrix.
observations: NumericVector containing the number of observations for each category of the multinominal distribution.

Value

Returns the log likelihood as a single numeric value.

References

Berding, Florian, and Pargmann, Julia (2022).Iota Reliability Concept of the Second Generation.Measures for Content Analysis Done by Humans or Artificial Intelligences. Berlin: Logos. https://doi.org/10.30819/5581