Teaching GuideTerm Faculty of Computer Science |
Grao en Ciencia e Enxeñaría de Datos |
Subjects |
Statistical Modeling of High Dimensional Data |
Sources of information |
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Identifying Data | 2023/24 | |||||||||||||
Subject | Statistical Modeling of High Dimensional Data | Code | 614G02013 | |||||||||||
Study programme |
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Descriptors | Cycle | Period | Year | Type | Credits | |||||||||
Graduate | 1st four-month period |
Second | Obligatory | 6 | ||||||||||
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Basic |
Anderson, T.W. (2003). An Introduction to Multivariate Statistical Analysis. Wiley Chatfield, C., Collins, A. J. (1980). Introduction to multivariate analysis. Chapman & Hall Giraud, C. (2014). Introduction to High-Dimensional Statistics. Chapman & Hall/CRC Goldstein, M., Dillon,W. R. (1984). Multivariate Analysis: Methods and Applications. Wiley Jambu, M. (1991). Exploratory and Multivariate Data Analysis. Boston, Academic Press Jobson, J.D. (1994). Applied Multivariate Data Analysis. Springer-Verlag Johnson, R. A., Wichern, D. W. (2007). Applied multivariate statistical analysis. Prentice Hall Koch, I. (2014). Analysis of Multivariate and High-Dimensional Data. Cambridge University Press Mardia, K.V., Kent, J.T., Bibby, J.M. (1994). Multivariate Analysis. Academic Press. Academic Press Muirhead, R.J. (1982). Aspects of multivariate statistical theory. John Wiley & Sons Rencher, A.C. (1998). Multivariate Statistical Inference and Applications. Wiley Wainwright, M.J. (2019). High-Dimensional Statistics: A Non-Asymptotic Viewpoint. Cambridge University Press |
Complementary | |
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