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Understanding Inferential Statistics: From a for Significance Test to Z for Confidence Interval
Markus Janczyk
(Author)
·
Roland Pfister
(Author)
·
Springer
· Paperback
Understanding Inferential Statistics: From a for Significance Test to Z for Confidence Interval - Janczyk, Markus ; Pfister, Roland
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Synopsis "Understanding Inferential Statistics: From a for Significance Test to Z for Confidence Interval"
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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All books in our catalog are Original.
The book is written in English.
The binding of this edition is Paperback.
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