Samuel Muller

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Alan WelshProfessor of StatisticsVerified email at anu.edu.au
Jean Yee Hwa YangUniversity of SydneyVerified email at sydney.edu.au
Francis KC HuiResearch School of Finance, Actuarial Studies & Statistics, Australian National UniversityVerified email at anu.edu.au
Graham MannDirector, John Curtin School of Medical Research, Australian National UniversityVerified email at anu.edu.au
Garth TarrUniversity of Sydney, AustraliaVerified email at sydney.edu.au
John T. OrmerodUniversity of SydneyVerified email at sydney.edu.au
Richard A ScolyerMelanoma Institute Australia, The University of Sydney, Royal Prince Alfred HospitalVerified email at sswahs.nsw.gov.au
John F ThompsonMelanoma Institute AustraliaVerified email at melanoma.org.au
Kaushala JayawardanaBiostatistician, Murdoch Children's Research InstituteVerified email at mcri.edu.au
Tanya P. GarciaUniversity of North Carolina at Chapel HillVerified email at email.unc.edu
Markus BornerVerified email at muri-be.ch
Nilanjan Chatterjee, Bloomberg Distin...Johns Hopkins UniversityVerified email at jhu.edu
Joshua SampsonNational Cancer InstituteVerified email at nih.gov
Kaspar RufibachF. Hoffmann-La RocheVerified email at roche.com
Ioannis KaroussisAssociate Professor of Periodontology, National and Kapodistrian University of AthensVerified email at dent.uoa.gr
Janice L ScealyResearch School of Finance, Acturarial Studies and Statistics, The Australian National UniversityVerified email at anu.edu.au
Kevin MurraySchool of Population and Global Health, University of Western AustraliaVerified email at uwa.edu.au
Carolyn SueProfessor and Director of Neurogenetics, University of SydneyVerified email at med.usyd.edu.au
Berwin TurlachThe University of Western AustraliaVerified email at uwa.edu.au
Ellis PatrickUniversity of SydneyVerified email at sydney.edu.au

Samuel Muller

Head, School of Mathematical and Physical Sciences, Macquarie University

Verified email at mq.edu.au - Homepage

Statistics Model Selection Variable Selection Robustness Resampling


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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	339	2004
Model Selection in Linear Mixed Models. S Müller, J Scealy, AH Welsh Statistical Science 28 (2), 135-167, 2013	312	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	213	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	111	2002
Outlier robust model selection in linear regression S Müller, AH Welsh Journal of the American Statistical Association 100 (472), 1297-1310, 2005	84	2005
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	78	2015
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	77	2016
Messung der Muedigkeit bei Krebskranken im Deutschen Sprachraum: Die Entwicklung des Fatigue Assessment Questionnaires. A Glaus, S Mueller Pflege 14 (3), 161-70, 2001	72*	2001
A variational Bayes approach to variable selection JT Ormerod, C You, S Müller	71	2017
Robust estimation of precision matrices under cellwise contamination G Tarr, S Müller, NC Weber Computational Statistics & Data Analysis 93, 404-420, 2016	61	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	53	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	45	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	40	2014
Hemoglobin and fatigue in cancer patients: inseparable twins? A Glaus, S Müller Schweizerische Medizinische Wochenschrift 130 (13), 471-477, 2000	37*	2000
On model selection curves S Müller, AH Welsh International Statistical Review 78 (2), 240-256, 2010	34	2010
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	33	2016
Smooth tail-index estimation S Müller, K Rufibach Journal of Statistical Computation and Simulation 79 (9), 1155-1167, 2009	30	2009
Robust model selection in generalized linear models S Mueller, AH Welsh Statistica Sinica 19 (3), 1155-1170, 2009	27	2009
Hierarchical selection of fixed and random effects in generalized linear mixed models FKC Hui, S Müller, AH Welsh Statistica Sinica, 501-518, 2017	25	2017
A quantitative fabric analysis approach to the discrimination of white marbles J Schmid, M Ambühl, D Decrouez, S Müller, K Ramseyer Archaeometry 41 (2), 239-252, 1999	25	1999

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