基本信息
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职业迁徙
个人简介
Research Interests
Medical/computational statistics:
analysis of high-dimensional omics data
model selection for multivariable regression, regularized regression
resampling techniques, error estimation
added predictive value, relative importance of predictors
machine learning (e.g., random forest)
Metascience (research on research methodology) focused on statistical and health sciences
validation of research results
design and analysis of benchmarking experiments
publication bias
false research findings, over-optimism
reporting
Statistical consulting in medical research
Medical/computational statistics:
analysis of high-dimensional omics data
model selection for multivariable regression, regularized regression
resampling techniques, error estimation
added predictive value, relative importance of predictors
machine learning (e.g., random forest)
Metascience (research on research methodology) focused on statistical and health sciences
validation of research results
design and analysis of benchmarking experiments
publication bias
false research findings, over-optimism
reporting
Statistical consulting in medical research
研究兴趣
论文共 176 篇作者统计合作学者相似作者
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期刊级别
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BIOMETRICAL JOURNALno. 1 (2024): e2200238-e2200238
WILEY INTERDISCIPLINARY REVIEWS-COMPUTATIONAL STATISTICSno. 1 (2024)
WILEY INTERDISCIPLINARY REVIEWS-DATA MINING AND KNOWLEDGE DISCOVERYno. 6 (2023)
Springer eBookspp.1-28, (2023)
Principles and Practice of Clinical Trialspp.1895-1918, (2022)
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