Statistical Tools for Preference Learning with Rankings and Ratings

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Documentation for package ‘rankrate’ version 1.0.0

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ASTAR Calculate the exact MLE of a Mallows-Binomial distribution using an A* search algorithm
ASTAR_LP Calculate the exact MLE of a Mallows-Binomial distribution using an A* search algorithm based on the LP total cost heuristic
ci_mb Calculate confidence intervals for Mallows-Binomial parameters based on the nonparametric bootstrap
dmall Mallows density function
dmb Mallows-Binomial density function
fit_mb Calculate the exact or approximate MLE of a Mallows-Binomial distribution using various methods
FV Estimate the MLE of a Mallows-Binomial distribution using the FV method
getQ Calculate Q Matrix
Greedy Estimate the MLE of a Mallows-Binomial distribution using the Greedy method
GreedyLocal Estimate the MLE of a Mallows-Binomial distribution using the GreedyLocal method
kendall Kendall's tau function
lp_heuristic Calculate the LP heuristic of a Mallows-Binomial model
phat_conditional Estimate phat in a Mallows-Binomial given an order constraint
psi Psi function
rmall Random Mallows generation.
rmb Random Mallows-Binomial generation.
theta_conditional Estimate thetahat in a Mallows-Binomial given a constraint
totalcostheuristic_MB Calculate the naive total cost heuristic of a Mallows-Binomial model
totalcostheuristic_MB_LP Calculate the LP total cost heuristic of a Mallows-Binomial model