Estimation.Zemel.MLE: Estimates Zemel Parameters via Gradient Descent
Description
This function takes in data broken into pairs, and
estimates the parameters of the Zemel mode via Gradient
Descent
Usage
Estimation.Zemel.MLE(Data.pairs, m, threshold = 1e-04, learning.rate = 1/30000)
Arguments
Data.pairs
data broken up into pairwise
comparisons
threshold
turning parameter for gradient descent
learning.rate
turning parameter for gradient
descent
Value
a set of scores for the alternatives, normalized such that
the sum of the log scores is 0 scores <-
Generate.Zemel.Parameters(10)$Score pairs <-
Generate.Zemel.Ranks.Pairs(scores, 10, 10)
Estimation.Zemel.MLE(pairs, 10, threshold = .1)