基本信息
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Bio
Research interests include:
Bayesian inference of high-dimensional regression models, especially linear and generalized linear models. Together with Dr. Enes Makalic, he compiled an efficient toolbox to support the most advanced Bayesian contraction prior for high-dimensional regression models (available here);
Information theory statistics, especially the application of information theory to statistical inference through the principle of minimum message/description length;
Statistical genomics, risk prediction and mutation discovery, especially in the field of cancer genomics.
He is interested in using mammography and machine learning techniques to improve risk prediction and stratification of women's future risk of breast cancer, to assist in creating personalized screening plans.
Research area keywords
Bayesian InferenceInformation TheoryMinimum Message LengthMinimum Description LengthStatistical and Data AnalysisShrinkage EstimationStatistical genomicsCancer genomicsMammography
Research Interests
Papers共 229 篇Author StatisticsCo-AuthorSimilar Experts
By YearBy Citation主题筛选期刊级别筛选合作者筛选合作机构筛选
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Xueying Long, Quang Bui, Grady Oktavian,Daniel F. Schmidt,Christoph Bergmeir,Rakshitha Godahewa, Seong Per Lee, Kaifeng Zhao, Paul Condylis
INTERNATIONAL JOURNAL OF PRODUCTION ECONOMICS (2025)
INTERNATIONAL JOURNAL OF FORECASTINGno. 1 (2025): 111-127
CoRR (2025)
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Karen Alpen,Robert J. Maclnnis,Claire M. Vajdic,John Lai,James G. Dowty,Eng-Siew Koh,Elizabeth Hovey,Rosemary Harrup,Tuong L. Nguyen, Shuai Li,David Joseph,Geza Benke,Pierre-Antoine Dugué,Melissa C. Southey,Graham G. Giles,Anna K. Nowak,Katharine J. Drummond,Daniel F. Schmidt, John L. Hopper,Miroslaw K. Kapuscinski,Enes Makalic
crossref(2024)
Stefan Bauer,Peter Benner,Tristan Bereau,Volker Blum,Mario Boley,Christian Carbogno,C. Richard A. Catlow,Gerhard Dehm,Sebastian Eibl,Ralph Ernstorfer,Adam Fekete,Lucas Foppa,Peter Fratzl,Christoph Freysoldt,Baptiste Gault,Luca M. Ghiringhelli,Sajal K. Giri,Anton Gladyshev,Pawan Goyal,Jason Hattrick-Simpers,Lara Kabalan, Petr Karpov,Mohammad S. Khorrami,Christoph T. Koch,Sebastian Kokott, Thomas Kosch,Igor Kowalec,Kurt Kremer,Andreas Leitherer,Yue Li,Christian H. Liebscher,Andrew J. Logsdail, Zhongwei Lu,Felix Luong,Andreas Marek,Florian Merz,Jaber R. Mianroodi,Joerg Neugebauer,Zongrui Pei,Thomas A. R. Purcell,Dierk Raabe,Markus Rampp,Mariana Rossi,Jan-Michael Rost,James Saal,Ulf Saalmann,Kasturi Narasimha Sasidhar,Alaukik Saxena,Luigi Sbailo,Markus Scheidgen,Marcel Schloz,Daniel F. Schmidt,Simon Teshuva,Annette Trunschke,Ye Wei,Gerhard Weikum,R. Patrick Xian,Yi Yao,Junqi Yin, Meng Zhao,Matthias Scheffler
Modelling and Simulation in Materials Science and Engineeringno. 6 (2024): 063301-063301
Karen Alpen,Robert J. Maclnnis,Claire M. Vajdic,John Lai,James G. Dowty,Eng-Siew Koh,Elizabeth Hovey,Rosemary Harrup,Tuong L. Nguyen,Shuai Li,David Joseph,Geza Benke,Pierre-Antoine Dugue,Melissa C. Southey,Graham G. Giles,Anna K. Nowak,Katharine J. Drummond,Daniel F. Schmidt,John L. Hopper,Miroslaw K. Kapuscinski,Enes Makalic
CANCER RESEARCH COMMUNICATIONSno. 11 (2024): 2933-2946
Karen Alpen,Robert J. Maclnnis,Claire M. Vajdic,John Lai,James G. Dowty,Eng-Siew Koh,Elizabeth Hovey,Rosemary Harrup,Tuong L. Nguyen, Shuai Li,David Joseph,Geza Benke,Pierre-Antoine Dugué,Melissa C. Southey,Graham G. Giles,Anna K. Nowak,Katharine J. Drummond,Daniel F. Schmidt,John L. Hopper,Miroslaw K. Kapuscinski,Enes Makalic
crossref(2024)
Karen Alpen,Robert J. Maclnnis,Claire M. Vajdic,John Lai,James G. Dowty,Eng-Siew Koh,Elizabeth Hovey,Rosemary Harrup,Tuong L. Nguyen, Shuai Li,David Joseph,Geza Benke,Pierre-Antoine Dugué,Melissa C. Southey,Graham G. Giles,Anna K. Nowak,Katharine J. Drummond,Daniel F. Schmidt, John L. Hopper,Miroslaw K. Kapuscinski,Enes Makalic
crossref(2024)
ISBIpp.1-5, (2024)
Karen Alpen,Robert J. Maclnnis,Claire M. Vajdic, John Lai,James G. Dowty,Eng-Siew Koh,Elizabeth Hovey,Rosemary Harrup,Tuong L. Nguyen, Shuai Li,David Joseph,Geza Benke,Pierre-Antoine Dugué,Melissa C. Southey,Graham G. Giles,Anna K. Nowak,Katharine J. Drummond,Daniel F. Schmidt,John L. Hopper,Miroslaw K. Kapuscinski,Enes Makalic
crossref(2024)
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Author Statistics
#Papers: 229
#Citation: 11857
H-Index: 38
G-Index: 108
Sociability: 8
Diversity: 3
Activity: 43
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