Gasperoni F Exercise Book of Statistical Inference 2025

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Gasperoni F Exercise Book of Statistical Inference 2025

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Gasperoni F Exercise Book of Statistical Inference 2025

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Name: Gasperoni F Exercise Book of Statistical Inference 2025
Format: pdf
Size: 6.09 MB
Book:
Title: Exercise Book of Statistical Inference
Author: Francesca Gasperoni, Francesca Ieva, Anna Maria Paganoni
Language: polski
Year: 2025
Subjects: Science & Technology, Mathematics, Probability Theory, Statistics
Publisher: Springer-Verlag New York, LLC
ISBN: 9783031866708
Total pages: 294
Description:
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. 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. This book is aimed at undergraduate students in Statistics, Mathematics, Engineering, and for graduate-level courses in Data Science.
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