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Understanding Inferential Statistics

From a for Significance Test to Z for Confidence Interval

Markus Janczyk, Roland Pfister
Livre broché | Anglais
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Description

What actually is a p-value for? And what is a significant result? This book answers such questions by providing a compact introduction to inferential statistics. Our major focus is on the logic of inferential statistics and hypothesis testing: We cover the logic behind statistical tests, we then walk through the most common procedures (t-test, analysis of variance with and without repeated measures, correlation/regression) and discuss pitfalls of data analysis. The book thus helps developing a solid understanding of how common test procedures work, and how to interpret their results correctly. Hands-on examples from everyday research - including exemplary calculations with the programs SPSS and R - supplement each chapter. In addition to classical methods, we briefly discuss recent developments in psychological research methods.

This book is a translation of the original German 3rd edition of "Inferenzstatistik Verstehen" by Markus Janczyk and Roland Pfister. It is based on an AI-powered machine translation (by the service DeepL.com), with thorough follow-up editing by both authors.

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Parties prenantes

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Contenu

Nombre de pages :
201
Langue:
Anglais

Caractéristiques

EAN:
9783662667859
Date de parution :
25-10-23
Format:
Livre broché
Format numérique:
Trade paperback (VS)
Dimensions :
170 mm x 244 mm
Poids :
358 g

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