Titlebook: An Introduction to Statistical Data Science; Theory and Models Giorgio Picci Textbook 2024 The Editor(s) (if applicable) and The Author(s),

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Virtually Augmented Classroom CurriculumIn this section, we shall just list some basic concepts which are referred to in chapters of this book. The main reference is Shiryaev treatise.

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Virtually Augmented Classroom CurriculumA . is a vector space with an inner product . which is complete with respect to the metric induced by the inner product. In other words, every Cauchy sequence has a limit in .. To establish notation, we shall give examples of Hilbert spaces which are used in this book.

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Introduction,This is an introductory chapter to the statistical approach to Data Science

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Appendix A: Some Facts from Probability Theory,In this section, we shall just list some basic concepts which are referred to in chapters of this book. The main reference is Shiryaev treatise.

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Appendix C: Facts from Hilbert Space Theory,A . is a vector space with an inner product . which is complete with respect to the metric induced by the inner product. In other words, every Cauchy sequence has a limit in .. To establish notation, we shall give examples of Hilbert spaces which are used in this book.

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https://doi.org/10.1007/978-3-031-66619-3Statistical Inference; Statistical Methods for Data Science; Statistical Learning; Model Identification

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978-3-031-66621-6The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Switzerl