Samuel Muller

Macquarie University

Australia

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Articles (27)

Random effects misspecification and its consequences for prediction in generalized linear mixed models

Year:

2026

Air-HOLP: adaptive regularized feature screening for high dimensional correlated data

Year:

2025

Best Subset Solution Path for Linear Dimension Reduction Models Using Continuous Optimization

Year:

2025

A Kidney transplant support system for patient-clinician shared decision-making

Year:

2025

Adjusted predictions for generalized estimating equations

Year:

2025

COMBSS

Year:

2024

Evaluating and Enhancing Artificial Intelligence Models for Predicting Student Learning Outcomes

Year:

2024

CR-Lasso

Year:

2024

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

Year:

2024

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

Year:

2024

COMBSS: best subset selection via continuous optimization

Year:

2024

Likelihood-based surrogate dimension reduction

Year:

2024

Robust variable selection under cellwise contamination

Year:

2024

Advancing student outcome predictions through generative adversarial networks

Year:

2024

eNODAL: an experimentally guided nutriomics data clustering method to unravel complex drug–diet interactions

Year:

2024

Robust variable selection methods with Cox model—a selective practical benchmark study

Year:

2024

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

Year:

2023

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

Year:

2023

Likelihood-based surrogate dimension reduction

Year:

2023

Estimation of graphical models for skew continuous data

Year:

2022

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

Year:

2022

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

Year:

2022

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

Year:

2022

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

Year:

2022

The gut microbiome in Parkinson’s disease

Year:

2022

Nutritional intake and gut microbiome composition predict Parkinson’s disease

Year:

2022

Sparse sliced inverse regression via Cholesky matrix penalization

Year:

2022

Collaborators (13)

Garth Tarr

Senior Lecturer

University of Sydney

AUSTRALIA

Graham Mann

Professor

University of Sydney

AUSTRALIA

Houying Zhu

Macquarie University

AUSTRALIA

Linh Nghiem

Lecturer in Statistics

University of Sydney

AUSTRALIA

Germaine Wong

University of Sydney

AUSTRALIA

Sarat Babu Moka

Macquarie University

AUSTRALIA

Jean Yang

Professor

University of Sydney

AUSTRALIA

benoit liquet

Macquarie University

AUSTRALIA

Yunwei Zhang

Macquarie University

AUSTRALIA

Amin Beheshti

Macquarie University

AUSTRALIA

Helia Farhood

Macquarie University

AUSTRALIA

Ibrahim Joudah

Macquarie University

AUSTRALIA

Francis Hui

Senior Lecturer

Australian National University

AUSTRALIA

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