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Complex data, model selection and bootstrap inference

Complex data, model selection and bootstrap inference
复杂数据、模型选择和引导推理
批准号:
DP0881310
负责人:
Prof Alan Welsh
金额:
$16.3万
依托单位国家:
澳大利亚
项目类别:
Discovery Projects
财政年份:
2008
资助国家:
澳大利亚
项目状态:
已结题
起止时间:
2008-01-01 至 2010-12-31

项目摘要

项目成果

Prof Alan Welsh的其他基金

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中文摘要
翻译
该项目将为复杂数据的分析和建模提供新的统计方法和相关软件,并提供高质量的研究培训。这个项目将使统计研究人员和统计用户受益,他们遇到了这个项目中考虑的复杂数据,需要从这些数据中建模和推断。由于这类数据出现在许多领域(如医学、遗传学、化学等),澳大利亚和澳大利亚工业最终将从拟议的研究中受益。加强国际联系和在具有国家重要性的领域培训训练有素的研究科学家也将使澳大利亚受益。
英文摘要
The project will provide new statistical methods and associated software for the analysis and modelling of complex data, as well as quality research training. This project will benefit researchers in statistics and users of statistics who encounter the complex data considered in this project and who need to model and make inferences from these data. Since these kinds of data arise in many areas (such as medicine, genetics, chemistry etc), Australia and Australian industry will ultimately benefit from the proposed research. The strengthening of international link and the training of highly trained research scientists in an area of national importance will also benefit Australia.
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Reliable and accurate statistical solutions for modern complex data
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  • 负责人:
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Dimension reduction and model selection for statistically challenging data
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Prediction, inference and their application to modelling correlated data
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    2014
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Building models for complex data
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    DP110101998
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    Prof Alan Welsh
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国内基金
海外基金
Scalable Learning and Optimization: High-dimensional Models and Online Decision-Making Strategies for Big Data Analysis
Data-driven Recommendation System Construction of an Online Medical Platform Based on the Fusion of Information
复杂数据下半参数转换模型及其在老年慢性病发展中的应用研究
  • 批准号:
    72101261
  • 项目类别:
    青年科学基金项目(C类)
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    30.0万元
  • 批准年份:
    2021
  • 负责人:
    孙韬
  • 依托单位:
Development of a Linear Stochastic Model for Wind Field Reconstruction from Limited Measurement Data
  • 批准号:
    --
  • 项目类别:
    --
  • 资助金额:
    40万元
  • 批准年份:
    2020
  • 负责人:
    Vikrant Gupta
  • 依托单位: