simIReff
Stochastic Simulation for Information Retrieval Evaluation: Effectiveness Scores
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.
Versions across snapshots
| Version | Repository | File | Size |
|---|---|---|---|
1.0 |
rolling linux/jammy R-4.5 | simIReff_1.0.tar.gz |
131.9 KiB |
1.0 |
rolling linux/noble R-4.5 | simIReff_1.0.tar.gz |
131.7 KiB |
1.0 |
rolling source/ R- | simIReff_1.0.tar.gz |
39.9 KiB |
1.0 |
latest linux/jammy R-4.5 | simIReff_1.0.tar.gz |
131.9 KiB |
1.0 |
latest linux/noble R-4.5 | simIReff_1.0.tar.gz |
131.7 KiB |
1.0 |
latest source/ R- | simIReff_1.0.tar.gz |
39.9 KiB |
1.0 |
2026-04-26 source/ R- | simIReff_1.0.tar.gz |
39.9 KiB |
1.0 |
2026-04-23 source/ R- | simIReff_1.0.tar.gz |
39.9 KiB |
1.0 |
2026-04-09 windows/windows R-4.5 | simIReff_1.0.zip |
135.9 KiB |
1.0 |
2025-04-20 source/ R- | simIReff_1.0.tar.gz |
39.9 KiB |
Dependencies (latest)
Imports
- stats
- graphics
- MASS
- rvinecopulib (>= 0.2.8.1.0)
- truncnorm
- bde
- ks
- np
- extraDistr