Approximation of the Shapley Values Based on Experimental Designs


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Documentation for package ‘ShapDoE’ version 1.0.0

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est.sh The main algorithm for estimating the Shapley value
est.shcoa Estimating the Shapley value based on component orthogonal array (COA) with a prime power d
est.shcoa.prime Estimating the Shapley value based on component orthogonal array (COA) with a prime d
est.shls Estimating the Shapley value based on Latin square (LS)
est.shsrs Estimating the Shapley value based on simple random sampling (SRS)
est.shstrrs Estimating the Shapley value based on structured simple random sampling (StrRS)
gfpoly.add Polynomial additive defined on GF(s) with a prime s
gfpoly.div Polynomial division defined on GF(s) with a prime s
gfpoly.multi Polynomial mutiplication defined on GF(s) with a prime s
is.prime Determine whether an integer is a prime
onecoa Generate a component orthogonal array (COA) with a prime power d
onecoa.prime Generate a component orthogonal array (COA) with a prime d
onels Generate an Latin square (LS)
poly.div Polynomial division
structed.perm Generate the structured samples of simple random samples