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Applied statistics, epidemiology, primary care research | Causal inference, survival analysis, predictive modelling |
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Individual participant data meta-analysis, causal inference, variance decompositions | Quantile regression, longitudinal data, missing data, statistical genetics> |
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Bayesian nonparametrics, machine learning, Dirichlet process for high-dimensional mixtures, genomics | Applied statistics, machine learning, selective inference, deep learning |
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Statistical genetics, variable selection, high dimensional data, cystic fibrosis | Time to disease recurrence analysis, missing data imputation |
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Statistical genetics, Likelihood theory | Machine learning, variable importance, statistical inference |
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Irregularly spaced longitudinal data, Bayesian inference, JDM | Causal inference, measurement error |
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Genetics, microbiome | Causal mediation analysis |
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Pai-Shan Cheng |
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Statistical genetics, RNA-sequencing data, Gene co-expression network analysis | Network meta-analysis, Bayesian inference, osteoarthritis |
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Leif Erik Lovblom |
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Clinical trial design, statistical genetics, longitudinal data | Methods for evaluating diagnostic tools, longitudinal data, survival analysis |
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Jiahui Zhang |
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Irregular longitudinal data, missclassification and measurement error | Longitudinal study, statistical genetics |
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Causal inference, image analysis, Bayesian methods | Statistical genetics, computational statistics |
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Survival analysis, Statistical genetics, Machine learning | |
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