Biostatistics and Data Analysis

生物统计学和数据分析

• 批准号: 10555807
• 负责人: GREG MAISLIN
• 金额: $ 26.79万
• 依托单位: UNIVERSITY OF PENNSYLVANIA
• 依托单位国家: 美国
• 财政年份: 2023
• 资助国家: 美国
• 起止时间: 2023-07-01 至 2028-06-30
• 项目状态: 未结题
• 来源: https://reporter.nih.gov/project-details/10555807
• 关键词: Biometry; Biostatistics Core; Collaborations; Collection; Communication; Complex; Complex Analysis; Computer software; Data; Data Analyses; Data Collection; Databases; Dedications; Development; Disease; Electronic Health Record; Ensure; Epidemiology; Faculty; Genomics; Grant; Health protection; Human; Image; Individual; Individual Differences; Information Dissemination; Institution; Leadership; Machine Learning; Manuscripts; Measures; Medicine; Methods; Modeling; Neurobiology; Obesity; Observational Study; Obstructive Sleep Apnea; Paper; Pennsylvania; Play; Process; Protocols documentation; Public Health Schools; Publications; Publishing; Pulmonary Heart Disease; Pythons; Reporting; Research; Research Design; Research Personnel; Research Proposals; Resources; Risk Factors; Role; Sleep; Sleep Apnea Syndromes; Statistical Methods; Supervision; Techniques; Training; Treatment Efficacy; Universities; Work; Writing; causal model; computer science; data integration; data quality; data resource; design; disorder risk; efficacy study; electronic health data; endophenotype; experience; genetic analysis; indexing; large scale data; meetings; member; novel strategies; professor; programs; quality assurance; randomized trial; recruit; statistical and machine learning; statistics

ABSTRACT Building on over 30 years of close collaboration between the Core Leader (Professor Maislin) and Program Project Director (Dr. Allan Pack), as well as long-standing collaborations among other Project Investigators and members of the Core, the Biostatistics and Data Analysis Core (Core B) will play a crucial role in this Program. Primary responsibilities of the Core include to promote good scientific practice in the conduct of the research protocols, to implement statistical and machine learning analyses relevant to each Project's aims, to adapt methods or develop novel approaches where necessary, to collaborate with the Data Integration Core in data collection, management and analysis, to provide expert statistical programing using specialized software, and to ensure the fair, accurate, and unbiased publication of research findings from this Program Project.

摘要 基于核心领导人（Maislin教授）和项目之间30多年的密切合作， 项目总监（Allan Pack博士）以及其他项目研究人员之间的长期合作， 核心成员，生物统计和数据分析核心（核心B）将在该计划中发挥关键作用。 核心委员会的主要职责包括在研究过程中促进良好的科学实践 协议，以实现与每个项目目标相关的统计和机器学习分析，以适应 方法或在必要时开发新的方法，以与数据集成核心在数据 收集、管理和分析，使用专门软件提供专家统计程序， 确保公平、准确和公正地公布本计划项目的研究结果。