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Understanding Inferential Statistics: From a for Significance Test to Z for Confidence Interval
Paperback
Medical ReferenceGeneral Science
ISBN13: 9783662667859
Publisher: Springer Nature
Published: Oct 25 2023
Pages: 201
Weight: 0.79
Height: 0.46 Width: 6.69 Depth: 9.61
Language: English
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.
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