1.

Record Nr.

UNINA9911035045503321

Autore

Nguyen Mike

Titolo

Experimental Design / / by Mike Nguyen

Pubbl/distr/stampa

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

ISBN

9783032018397

Edizione

[1st ed. 2025.]

Descrizione fisica

1 online resource (252 pages)

Collana

Mathematics and Statistics Series

Disciplina

519.57

Soggetti

Experimental design

Sampling (Statistics)

Design of Experiments

Methodology of Data Collection and Processing

Lingua di pubblicazione

Inglese

Formato

Materiale a stampa

Livello bibliografico

Monografia

Nota di contenuto

Principles of Experimental Design -- The Gold Standard: Randomized Controlled Trials -- Sampling.

Sommario/riassunto

This volume provides a comprehensive introduction to the principles and practices of experimental design, a cornerstone of empirical research across disciplines. Covering foundational topics such as sampling, randomization, and analysis of variance, alongside more advanced methods like factorial designs and multivariate approaches, this volume equips readers to design rigorous experiments with confidence. Whether you're preparing for exams, conducting field studies, or planning business trials, this book offers practical guidance through real-world examples—ranging from A/B testing in digital marketing to policy evaluations in the public sector. Designed for students, researchers, and practitioners alike, it emphasizes not only the technical aspects of design and analysis, but also the interpretation of results for decision-making. Readers will gain the skills to produce credible causal evidence and translate findings into actionable insights.