High dimensional data analysis

McDonald, Daniel

Department of Statistics, Faculty of Science

Faculty (G+PS eligible/member)

High dimensional data analysis; Computational methods in statistics; Statistical theory and modeling; Machine learning; Epidemiology (except nutritional and veterinary epidemiology); Methods and models for epidemiological forecasting; Estimation and quantification of prediction risk; Evaluating the predictive abilities of complex dependent data; Application of statistical learning techniques to time series prediction problems; Investigations of cross-validation and the bootstrap for risk estimation

Park, Yongjin

Department of Pathology & Laboratory Medicine, Department of Statistics, Faculty of Medicine

Faculty (G+PS eligible/member)

Other basic medicine and life sciences; High dimensional data analysis; Biostatistical methods; Bioinformatics; single-cell genomics; Computational Biology; Causal inference; Bayesian machine learning

Steif, Adi

Department of Medical Genetics, Faculty of Medicine

Faculty (G+PS eligible/member)

Bioinformatics; Algorithms and computational genomics; Genomics; Cancer genetics; Mechanisms of carcinogenesis; Cancer progression and metastasis; Statistical methods for high throughput data; High dimensional data analysis; Computational Biology; Machine Learning; Cancer Genomics; Single cell sequencing; Tumour evolution; Genomic technology development

High dimensional data analysis

Parent Category

Graduate Degree Programs in High dimensional data analysis

Master of Data Science (MDS)

Master of Data Science in Computational Linguistics (MDSCL)

UBC Researchers conducting research in High dimensional data analysis

M

McDonald, Daniel

Department of Statistics, Faculty of Science

P

Park, Yongjin

Department of Pathology & Laboratory Medicine, Department of Statistics, Faculty of Medicine

S

Steif, Adi

Department of Medical Genetics, Faculty of Medicine

Academic Units in High dimensional data analysis

Department of Computer Science

Department of Linguistics

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French Description

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