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DESCRIPTION
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Package: simIReff
Type: Package
Title: Stochastic Simulation for Information Retrieval Evaluation: Effectiveness Scores
Version: 1.0
Authors@R: c(person("Julián", "Urbano", email = "[email protected]", role = c("aut", "cre")),
person("Thomas", "Nagler", email = "[email protected]", role = c("ctb")))
Description: Provides tools for the stochastic simulation of effectiveness scores to mitigate
data-related limitations of Information Retrieval evaluation research, as described in Urbano and
Nagler (2018) <doi:10.1145/3209978.3210043>. These tools include: fitting, selection and plotting
distributions to model system effectiveness, transformation towards a prespecified expected value,
proxy to fitting of copula models based on these distributions, and simulation of new evaluation
data from these distributions and copula models.
BugReports: https://github.com/julian-urbano/simIReff/issues
URL: https://github.com/julian-urbano/simIReff/
Depends: R (>= 3.4)
Imports:
stats,
graphics,
MASS,
rvinecopulib (>= 0.2.8.1.0),
truncnorm,
bde,
ks,
np,
extraDistr
License: MIT + file LICENSE
Encoding: UTF-8
LazyData: true
RoxygenNote: 6.0.1