socialranking
The package socialranking
offers functions to represent ordinal
information of coalitions and calculate the power relation between
elements or players.
Install the package directly from CRAN with:
install.packages("socialranking")
You can also install the development version of socialranking from GitHub with:
# install.packages("devtools")
devtools::install_github("jassler/socialranking")
The package socialranking
offers functions to represent ordinal
information of coalitions and calculate the power relation between
elements or players.
Once installed, call library(socialranking)
to load the package into
your current environment.
PowerRelation()
and as.PowerRelation()
creates a PowerRelation
object. createPowerset()
is a convenient function to generate a
PowerRelation()
or as.PowerRelation()
function call for all possible
coalitions.
library(socialranking)
if(interactive()) {
createPowerset(1:3, copyToClipboard = TRUE)
}
# pasted, rearranged, adjusted comparators
as.PowerRelation("
123
> 12
~ 13
> 2
~ 23
> 1
> 3
")
#> 123 > (12 ~ 13) > (2 ~ 23) > 1 > 3
# equivalent
pr <- as.PowerRelation(
list(c(1,2,3), c(1,2), c(1,3), c(2), c(2,3), c(1), c(3)),
comparators = c(">", "~", ">", "~", ">", ">")
)
# equivalent
pr <- as.PowerRelation("123 > 12 ~ 13 > 2 ~ 23 > 1 > 3")
pr
#> 123 > (12 ~ 13) > (2 ~ 23) > 1 > 3
pr$elements
#> [1] 1 2 3
pr$eqs[[2]]
#> [[1]]
#> [1] 1 2
#>
#> [[2]]
#> [1] 1 3
The functions used to analyze power relations can be grouped into
comparison functions, score functions and ranking solutions. Ranking
solutions produce a SocialRankingSolution
object.
| Comparison Functions | Score Functions | Ranking Solutions |
|----|----|----|
| dominates()
| | |
| cumulativelyDominates()
| cumulativeScores()
| |
| cpMajorityComparison()
^1 | copelandScores()
| copelandRanking()
|
| | kramerSimpsonScores()
| kramerSimpsonRanking()
|
| | ordinalBanzhafScores()
| ordinalBanzhafRanking()
|
| | lexcelScores()
| lexcelRanking()
|
| | | dualLexcelRanking()
|
| | L1Scores()
| L1Ranking()
|
| | LPScores()
| LPRanking()
|
| | LPSScores()
| LPSRanking()
|
^1 cpMajorityComparisonScore()
is a faster alternative to
cpMajorityComparison()
, but it produces less data.
dominates(pr, 1, 2)
#> [1] FALSE
copelandRanking(pr)
#> 1 ~ 2 > 3
lexcelScores(pr, 1)
#> $`1`
#> [1] 1 2 0 1 0
#>
#> attr(,"class")
#> [1] "LexcelScores"
PowerRelation
objects can be turned into relations
objects from the
relations package using
powerRelationMatrix()
or as.relation()
.
Use browseVignettes("socialranking")
for further information.
This package is licensed under GPL-3.
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