Samuel Muller
Samuel Muller
Head, School of Mathematical and Physical Sciences, Macquarie University
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Association between periodontal and peri‐implant conditions: a 10‐year prospective study
IK Karoussis, S Müller, GE Salvi, LJA Heitz‐mayfield, U Brägger, NP Lang
Clinical oral implants research 15 (1), 1-7, 2004
Model Selection in Linear Mixed Models.
S Müller, J Scealy, AH Welsh
Statistical Science 28 (2), 135-167, 2013
Phase II study of capecitabine and oxaliplatin in first-and second-line treatment of advanced or metastatic colorectal cancer
MM Borner, D Dietrich, R Stupp, R Morant, H Honegger, M Wernli, ...
Journal of clinical oncology 20 (7), 1759-1766, 2002
Prolonged unloading of rat soleus muscle causes distinct adaptations of the gene profile
M Wittwer, M Flück, H Hoppeler, S Müller, D Desplanches, R Billeter
The FASEB journal 16 (8), 884-886, 2002
Determination of prognosis in metastatic melanoma through integration of clinico‐pathologic, mutation, mRNA, microRNA, and protein information
K Jayawardana, SJ Schramm, L Haydu, JF Thompson, RA Scolyer, ...
International Journal of Cancer 136, 863-874, 2015
Outlier robust model selection in linear regression
S Müller, AH Welsh
Journal of the American Statistical Association 100 (472), 1297-1310, 2005
Identification, review, and systematic cross-validation of microRNA prognostic signatures in metastatic melanoma
K Jayawardana, SJ Schramm, V Tembe, S Mueller, JF Thompson, ...
Journal of Investigative Dermatology 136 (1), 245-254, 2016
A variational Bayes approach to variable selection
JT Ormerod, C You, S Müller
Messung der Muedigkeit bei Krebskranken im Deutschen Sprachraum: Die Entwicklung des Fatigue Assessment Questionnaires.
A Glaus, S Mueller
Pflege 14 (3), 161-70, 2001
Robust estimation of precision matrices under cellwise contamination
G Tarr, S Müller, NC Weber
Computational Statistics & Data Analysis 93, 404-420, 2016
Joint selection in mixed models using regularized PQL
FKC Hui, S Müller, AH Welsh
Journal of the American Statistical Association 112 (519), 1323-1333, 2017
On Variational Bayes Estimation and Variational Information Criteria for Linear Regression Models
C You, JT Ormerod, S Müller
Australian & New Zealand Journal of Statistics 56 (1), 73-87, 2014
Identification of important regressor groups, subgroups and individuals via regularization methods: application to gut microbiome data
TP Garcia, S Müller, RJ Carroll, RL Walzem
Bioinformatics 30 (6), 831-837, 2014
On model selection curves
S Müller, AH Welsh
International Statistical Review 78 (2), 240-256, 2010
Hemoglobin and fatigue in cancer patients: inseparable twins?
A Glaus, S Müller
Schweizerische Medizinische Wochenschrift 130 (13), 471-477, 2000
Fast and flexible methods for monotone polynomial fitting
K Murray, S Müller, BA Turlach
Journal of Statistical Computation and Simulation 86 (15), 2946-2966, 2016
Smooth tail-index estimation
S Müller, K Rufibach
Journal of Statistical Computation and Simulation 79 (9), 1155-1167, 2009
The gut microbiome in Parkinson’s disease: A longitudinal study of the impacts on disease progression and the use of device-assisted therapies
M Lubomski, X Xu, AJ Holmes, S Muller, JYH Yang, RL Davis, CM Sue
Frontiers in Aging Neuroscience 14, 875261, 2022
Hierarchical selection of fixed and random effects in generalized linear mixed models
FKC Hui, S Müller, AH Welsh
Statistica Sinica, 501-518, 2017
Robust model selection in generalized linear models
S Mueller, AH Welsh
Statistica Sinica 19 (3), 1155-1170, 2009
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