Summer Institute in Statistics and Modeling in Infectious Diseases

传染病统计与建模夏季研究所

基本信息

批准号：
10223163
负责人：
M Elizabeth Halloran
金额：
$ 33.09万
依托单位：
UNIVERSITY OF WASHINGTON
依托单位国家：
美国
项目类别：
财政年份：
2020
资助国家：
美国
起止时间：
2020-07-24 至 2025-06-30
项目状态：
未结题

来源：
https://reporter.nih.gov/project-details/10223163
关键词：
Address Award Awareness Basic Science Bayesian Analysis Biomedical Research Bioterrorism Case Study Charge Collection Communicable Diseases Computing Methodologies Country Data Data Analyses Disease Outbreaks Ebola Electronic Mail Emerging Communicable Diseases Epidemic Epidemiology Europe Evaluation Event Evolution Faculty Funding Goals Government Grant Home Immunity Immunology Industry Infectious Diseases Research Influenza Influenza A Virus, H1N1 Subtype Institution Instruction International Intervention Learning Markov Chains Mathematics Measurable Mentors Methods Modeling Molecular Epidemiology Names National Institute of Allergy and Infectious Disease Paper Participant Population Positioning Attribute Postdoctoral Fellow Probability Public Health Reproducibility Request for Proposals Research Research Design Research Personnel Research Project Grants Scientist Series Statistical Methods Statistical Models Structure Students Study models Training Training Activity Travel United States Universities Virus Washington Western Africa Writing Zika Virus base career data streams data visualization design dynamic system education research experience genomic data graduate student improved infectious disease evolution infectious disease model innovation instructor mathematical methods mathematical model mathematical sciences meetings microbiome next generation novel pandemic disease pathogen programs public health relevance responsible research conduct simulation skill acquisition skills statistics summer institute transmission process waiver

项目摘要

ABSTRACT The overall goal of the annual Summer Institute in Statistics and Modeling in Infectious Diseases (SISMID) at the University of Washington is to educate the next generation of researchers in a broad range of state-of-the-art quantitative methods for infectious disease research. Courses for skill development: SISMID is a collection of 16 2.5-day modules offered over 2.5 weeks in July on a variety of topics relevant to research education in statistics, modeling and computational methods applied to infectious diseases. Most participants take on average three modules per year. SISMID has been held each summer since 2009. This proposal requests funds for 2020-2024. The 2020 SISMID proposes to offer the following: 1. Probability and Statistical Inference; 2. Mathematical Models of Infectious Diseases; 3. Introduction to R; 4. Causal Inference; 5. Evolutionary Dynamics and Molecular Epidemiology of Viruses; 6. Stochastic Epidemic Models with Inference; 7. Markov chain Monte Carlo I; 8. Microbiome Data Analysis; 9. Pathogen Evolution, Selection, and Immunity; 10. Simulation-based Inference for Epidemiologic Dynamics; 11. Statistics and Modeling with Novel Data Streams; 12. Infectious Diseases, Immunology, Within Host Models; 13. Markov chain Monte Carlo II for Infectious Diseases; 14. Spatial Statistics in Epidemiology and Public Health; 15. Contact Network Epidemiology: 16. Reconstructing Transmission with Genomic Data. The instructors are drawn from the University of Washington and other academic institutions in the USA and Europe, and industry. Instructor mentors will be assigned to recipients of support through this grant and put into email contact before SISMID. They will meet together during SISMID. Research experiences will include teams working on ongoing projects and using innovative methods for reproducible research. This NIAID Research Education Program (R25) will allow us to provide graduate students and postdoctoral fellows approximately 350 modules per year without charge and 100 partial travel awards.

抽象的年度夏季学院在统计和建模中的总体目标华盛顿大学的疾病（Sismid）是教育下一代具有广泛最先进的定量方法的研究人员具有传染性疾病研究。技能开发课程：Sismid是16个2.5天的集合 7月在与研究有关的各种主题上提供了超过2.5周的模块用于传染性的统计，建模和计算方法的教育疾病。大多数参与者每年平均采用三个模块。 Sismid一直是自2009年以来每年夏天举行。该提案要求2020 - 2024年的资金。 2020年 Sismid提议提供以下内容：1。概率和统计推断； 2。传染病的数学模型； 3。r介绍； 4。因果推断； 5。病毒的进化动力学和分子流行病学； 6。随机流行具有推理的模型； 7.马尔可夫连锁蒙特卡洛i; 8。微生物组数据分析； 9。病原体进化，选择和免疫力； 10。基于模拟的推断流行病学动力学； 11。具有新型数据流的统计和建模； 12。宿主模型中的传染病，免疫学； 13。马尔可夫链蒙特卡洛II 用于传染病； 14。流行病学和公共卫生的空间统计； 15。接触网络流行病学：16。使用基因组数据重建传输。教练是从华盛顿大学和其他学术的美国和欧洲的机构以及行业。讲师导师将被分配给通过这笔赠款获得支持的人，并在Sismid之前将其联系到电子邮件中。他们在Sismid期间会见面。研究经验将包括从事的团队正在进行的项目并使用创新方法进行可再现的研究。这个尼亚德研究教育计划（R25）将使我们能够为研究生和博士后研究员每年约350个模块不收取费用和100个部分旅行奖。