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Samuel Muller

Macquarie University

Research Interests

Biostatistics

Regression Analysis

Gut Microbiota

Statistical Modelling

Predictive Modeling

Surrogate Modeling

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Articles(19)

Collaborators(10)

Garth Tarr

Senior Lecturer

University of Sydney

Graham Mann

University of Sydney

Houying Zhu

Macquarie University

Linh Nghiem

Lecturer in Statistics

University of Sydney

Germaine Wong

University of Sydney

Jean Yang

University of Sydney

benoit liquet

Macquarie University

Yunwei Zhang

Macquarie University

Amin Beheshti

Macquarie University

Francis Hui

Senior Lecturer

Australian National University

Samuel Muller

COMBSS

Evaluating and Enhancing Artificial Intelligence Models for Predicting Student Learning Outcomes

CR-Lasso

The effect of the working correlation on fitting models to longitudinal data

The effect of the working correlation on fitting models to longitudinal data

COMBSS: best subset selection via continuous optimization

Likelihood-based surrogate dimension reduction

Robust variable selection under cellwise contamination

NEMoE: a nutrition aware regularized mixture of experts model to identify heterogeneous diet-microbiome-host health interactions

GEE-assisted variable selection for latent variable models with multivariate binary data

Likelihood-based surrogate dimension reduction

Estimation of graphical models for skew continuous data

Screening methods for linear errors-in-variables models in high dimensions

Robust subtractive stability measures for fast and exhaustive feature importance ranking and selection in generalised linear models

SurvBenchmark: comprehensive benchmarking study of survival analysis methods using both omics data and clinical data

Cross-Platform Omics Prediction procedure: a statistical machine learning framework for wider implementation of precision medicine

The gut microbiome in Parkinson’s disease

Nutritional intake and gut microbiome composition predict Parkinson’s disease

Sparse sliced inverse regression via Cholesky matrix penalization

Garth Tarr

Graham Mann

Houying Zhu

Linh Nghiem

Germaine Wong

Jean Yang

benoit liquet

Yunwei Zhang

Amin Beheshti

Francis Hui