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The CMS Statistical Analysis and Combination Tool: Combine

127
Citations
December 1, 2024
Published Date

Research Abstract & Technology Focus

AbstractThis paper describes the Combine software package used for statistical analyses by the CMS Collaboration. The package, originally designed to perform searches for a Higgs boson and the combined analysis of those searches, has evolved to become the statistical analysis tool presently used in the majority of measurements and searches performed by the CMS Collaboration. It is not specific to the CMS experiment, and this paper is intended to serve as a reference for users outside of the CMS Collaboration, providing an outline of the most salient features and capabilities. Readers are provided with the possibility to run Combine and reproduce examples provided in this paper using a publicly available container image. Since the package is constantly evolving to meet the demands of ever-increasing data sets and analysis sophistication, this paper cannot cover all details of Combine. However, the online documentation referenced within this paper provides an up-to-date and complete user guide.
statistical analysis combination combine
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What is the core focus of the research titled 'The CMS Statistical Analysis and Combination Tool: Combine'?

This literature focuses on: AbstractThis paper describes the Combine software package used for statistical analyses by the CMS Collaboration. The package, originally designed to perform searches for a Higgs boson and the combined analysis of those searches, has evolved to be...

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Yes, open-source projects like Mouseww/anything-analyzer (全能协议分析工具：浏览器抓包 + MITM 代理 + 指纹伪装 + AI 分析 + MCP Server 无缝对接 AI Agent/IDE | All-in-one protocol analysis toolkit — built-...) are actively building upon these concepts.

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Yes, highly correlated activity was mapped. An entry titled 'MIXPRS enables multi-population and multi-method polygenic risk scores using summary statistics' discusses this: MIXPRS is a framework for combining polygenic risk scores from multiple populations using GWAS summary statistics, enabling risk scores that can be...

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