Dettaglio del documento
Exercise book of statistical inference
Abstract
This book was created with the goal of helping students transition from the theoretical and methodological concepts of statistical inference to their implementation on a computer.
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The first part of the book is primarily focused on exercises to be solved with pen and paper, so that students can apply knowledge derived from lemmas and theorems; while the second part consists of labs, which involve both the manual implementation of algorithms and the learning of built-in tools for efficient analysis of datasets derived from real-world problems. To optimize the understanding of the topics developed and to guide the reader through their studies, the book is organized into chapters, each of which includes an introductory section that reviews the theoretical foundations of statistical inference, followed by a second part with exercises, each accompanied by a comprehensive solution on paper and, when appropriate, using software. (Dal sito dell'editore)
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| Monografia | ||
| Description | *Exercise book of statistical inference / Francesca Gasperoni, Francesca Ieva, Anna Maria Paganoni. - Cham : Springer, 2025. - 1 testo elettronico (xi, 293 p. : ill.). ((Traduzione dall'edizione in lingua italiana | |
| ISBN E-Book | 9783031866708 | |
| Series | Unitext. La matematica per il 3+2 , 173 | |
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| Subjects | 62-XX - Statistics [MSC 2020] | |
| Parole chiave |
Asymptotic Theory
Estimation Theory Generalized Linear Models Sampling Testing Statistical Hypotheses |
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| Titolo dell'opera | Eserciziario di statistica inferenziale | |
| Publication place | Cham | |
| Publisher | Springer <editore> | |
| Publication year | 2025 | |
| Thesaurus | 62-XX | |
| Statistics [MSC 2020] |