1.

Record Nr.

UNINA9911031662403321

Autore

Nguyen Mike

Titolo

Foundations of Data Analysis / / by Mike Nguyen

Pubbl/distr/stampa

Cham : , : Springer Nature Switzerland : , : Imprint : Springer, , 2025

ISBN

3-032-01858-7

Edizione

[1st ed. 2025.]

Descrizione fisica

1 online resource (278 pages)

Collana

Mathematics and Statistics Series

Disciplina

519.536

Soggetti

Regression analysis

Multivariate analysis

Experimental design

Linear Models and Regression

Multivariate Analysis

Design of Experiments

Anàlisi de regressió

Anàlisi multivariable

Disseny d'experiments

Models lineals (Estadística)

Llibres electrònics

Lingua di pubblicazione

Inglese

Formato

Materiale a stampa

Livello bibliografico

Monografia

Nota di contenuto

1 Introduction -- 2 Prerequisites -- 3 Descriptive Statistics -- 4 Basic Statistical Inference.

Sommario/riassunto

This volume is designed not only as a foundation for mastering modern data analysis but also as a trusted companion for revision and review. Whether you're encountering these ideas for the first time or revisiting them to reinforce your understanding, this book provides a clear and structured pathway. It introduces essential topics such as descriptive statistics, probability, and statistical inference, while laying the groundwork for more advanced analytical methods. Emphasis is placed on conceptual clarity, interpretation, and practical intuition—making the material both rigorous and accessible. Rich with examples from business, economics, and policy research, this book equips students, professionals, and self-learners alike with the tools needed for applied



data analysis and future modeling work.