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TrueSkillThroughTime  

Skill Estimation Based on a Single Bayesian Network
View on CRAN: Click here


Download and install TrueSkillThroughTime package within the R console
Install from CRAN:
install.packages("TrueSkillThroughTime")

Install from Github:
library("remotes")
install_github("cran/TrueSkillThroughTime")

Install by package version:
library("remotes")
install_version("TrueSkillThroughTime", "0.1.1")



Attach the package and use:
library("TrueSkillThroughTime")
Maintained by
Gustavo Landfried
[Scholar Profile | Author Map]
First Published: 2021-12-10
Latest Update: 2023-04-26
Description:
Most estimators implemented by the video game industry cannot obtain reliable initial estimates nor guarantee comparability between distant estimates. TrueSkill Through Time solves all these problems by modeling the entire history of activities using a single Bayesian network allowing the information to propagate correctly throughout the system. This algorithm requires only a few iterations to converge, allowing millions of observations to be analyzed using any low-end computer. The core ideas implemented in this project were developed by Dangauthier P, Herbrich R, Minka T, Graepel T (2007). "Trueskill through time: Revisiting the history of chess." <https://dl.acm.org/doi/10.5555/2981562.2981605>.
How to cite:
Gustavo Landfried (2021). TrueSkillThroughTime: Skill Estimation Based on a Single Bayesian Network. R package version 0.1.1, https://cran.r-project.org/web/packages/TrueSkillThroughTime. Accessed 29 Mar. 2025.
Previous versions and publish date:
0.1.0 (2021-12-10 16:40)
Other packages that cited TrueSkillThroughTime R package
View TrueSkillThroughTime citation profile
Other R packages that TrueSkillThroughTime depends, imports, suggests or enhances
Complete documentation for TrueSkillThroughTime
Functions, R codes and Examples using the TrueSkillThroughTime R package
Some associated functions: Game . Gaussian . History-class . Player . lc_print . 
Some associated R codes: trueskillthroughtime.R .  Full TrueSkillThroughTime package functions and examples
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