| |
|
|
|
|
|
|
|
|
1. |
Record Nr. |
UNINA9911007457403321 |
|
|
Autore |
Gasperoni Francesca |
|
|
Titolo |
Exercise Book of Statistical Inference / / by Francesca Gasperoni, Francesca Ieva, Anna Maria Paganoni |
|
|
|
|
|
|
|
Pubbl/distr/stampa |
|
|
Cham : , : Springer Nature Switzerland : , : Imprint : Springer, , 2025 |
|
|
|
|
|
|
|
ISBN |
|
|
|
|
|
|
Edizione |
[1st ed. 2025.] |
|
|
|
|
|
Descrizione fisica |
|
1 online resource (346 pages) |
|
|
|
|
|
|
Collana |
|
La Matematica per il 3+2, , 2038-5757 ; ; 173 |
|
|
|
|
|
|
Altri autori (Persone) |
|
IevaFrancesca |
PaganoniAnna Maria |
|
|
|
|
|
|
|
|
Disciplina |
|
|
|
|
|
|
Soggetti |
|
Statistics |
Probabilities |
Mathematics |
Statistical Theory and Methods |
Probability Theory |
|
|
|
|
|
|
|
|
Lingua di pubblicazione |
|
|
|
|
|
|
Formato |
Materiale a stampa |
|
|
|
|
|
Livello bibliografico |
Monografia |
|
|
|
|
|
Nota di contenuto |
|
Part I: Statistical Inference -- 1 Fundamentals of Probability and Statistics -- 2 Sufficient, Minimal, and Complete Statistics -- 3 Point Estimators -- 4 Uniform Minimum Variance Unbiased Estimators (UMVUEs) -- 5 Likelihood Ratio Test -- 6 Uniformly Most Powerful Test -- 7 Confidence Intervals -- 8 Asymptotic Statistics -- Part II: Regression Models and Analysis of Variance -- 9 Linear Regression -- 10 Generalized Linear Models -- 11 ANOVA: Analysis of Variance -- 12 Summary Exercises -- Appendix A: Probability Distributions. |
|
|
|
|
|
|
|
|
Sommario/riassunto |
|
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. |
|
|
|
|
|
|
2. |
Record Nr. |
UNINA9910896363503321 |
|
|
Titolo |
Haushaltsplan der Stadtgemeinde Haspe : für das Rechnungsjahr . |
|
|
|
|
|
Pubbl/distr/stampa |
|
|
Haspe, : [Verlag nicht ermittelbar], 1898-1901 |
|
|
|
|
|
|
|
Descrizione fisica |
|
|
|
|
|
|
Disciplina |
|
|
|
|
|
|
Soggetti |
|
Gemeindehaushalt |
Haushaltsplan |
Zeitschrift |
Quelle |
Online-Publikation |
Haspe |
|
|
|
|
|
|
|
|
Lingua di pubblicazione |
|
|
|
|
|
|
Formato |
Materiale a stampa |
|
|
|
|
|
Livello bibliografico |
Periodico |
|
|
|
|
|
Note generali |
|
|
|
|
|
| |