Rugby base model
收藏DataCite Commons2025-05-01 更新2024-08-19 收录
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https://figshare.com/articles/dataset/Rugby_base_model/25293310/1
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This dataset contains the result of fitting a Bayesian model using PyMC to results of the Six Nations Championship.The Six Nations Championship is a yearly rugby competition between Italy, Ireland, Scotland, England, France and Wales. Fifteen games are played each year, representing all combinations of the six teams. This example uses and includes results from 2014 - 2017, comprising 60 total games. It models latent parameters for each team's attack and defense hierarchically, with an extra global parameter for the home field advantage.See https://github.com/arviz-devs/arviz_example_data/blob/main/code/rugby/rugby.ipynb for the whole model specification.
本数据集包含使用PyMC对六国橄榄球锦标赛(Six Nations Championship)赛事结果拟合贝叶斯模型所得的分析结果。六国橄榄球锦标赛是意大利、爱尔兰、苏格兰、英格兰、法国与威尔士之间举办的年度英式橄榄球赛事,每年共进行15场比赛,覆盖六支队伍的全部对战组合。本示例采用并涵盖了2014年至2017年的赛事结果,总计60场比赛。该模型采用分层结构对每支队伍的进攻与防守隐参数进行建模,并额外设置全局参数以衡量主场优势。完整的模型规范详见:https://github.com/arviz-devs/arviz_example_data/blob/main/code/rugby/rugby.ipynb。
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figshare创建时间:
2024-02-27
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