Package: winning Type: Package Title: Contest Win Probabilities and Ability Calibration Version: 0.3.0 Authors@R: person("Peter", "Cotton", email = "peter.cotton@microprediction.com", role = c("aut", "cre")) Description: Solves the horse race problem in both directions. Infers relative ability from win probabilities (or betting dividends) for contests whose entrants share a common performance distribution, with dead heats handled exactly, by the lattice fixed-point algorithm of Cotton (2021) . Also computes all N win probabilities of a factor-structured Gaussian race (multinomial probit with low-rank-plus-diagonal covariance) in one shared-lattice pass of O(Q*N*L) operations, and inverts observed shares to abilities by a damped Newton method with analytic slopes. A dependency-free base-R port of the reference python package 'winning'. Performances are times: lowest wins. License: MIT + file LICENSE Encoding: UTF-8 URL: https://github.com/microprediction/winning BugReports: https://github.com/microprediction/winning/issues Suggests: mvtnorm, testthat (>= 3.0.0) Config/testthat/edition: 3 RoxygenNote: 7.3.0 NeedsCompilation: no Packaged: 2026-10-11 15:56:25 UTC; root Author: Peter Cotton [aut, cre] Maintainer: Peter Cotton Repository: https://microprediction.r-universe.dev Date/Publication: 2026-09-09 16:30:02 UTC RemoteUrl: https://github.com/cran/winning RemoteRef: HEAD RemoteSha: acfb360e262195ee80f8785d75e8cc6f90cd393e