Exercise Book of Statistical Inference

Name: Exercise Book of Statistical Inference
Brand: Springer International Publishing AG

Springer International Publishing AG

Exercise Book of Statistical InferenceAuthor(s): Francesca Gasperoni, Francesca Ieva, Anna Maria Paganoni\nFormat: Paperback\nPublisher: Springer International Publishing AG, Switzerland\nImprint: Springer International Publishing AG\nISBN-13: 9783031866692, 978-3031866692\nSynopsis\nThis 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 i.