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Roland Pfister
Understanding Inferential Statistics
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4456378Understanding Inferential Statisticshttps://www.gandhi.com.mx/understanding-inferential-statistics-9783662667866/phttps://gandhi.vtexassets.com/arquivos/ids/4282646/image.jpg?v=638446599003470000515542MXNSpringer Berlin HeidelbergInStock/Ebooks/<p>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.</p><p>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.</p>...4336352Understanding Inferential Statistics515542https://www.gandhi.com.mx/understanding-inferential-statistics-9783662667866/phttps://gandhi.vtexassets.com/arquivos/ids/4282646/image.jpg?v=638446599003470000InStockMXN99999DIEbook20239783662667866_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_<p>What does this p-value actually mean? And what is a significant result? This book provides a compact and comprehension-oriented introduction to inferential statistics and answers questions like these. One focus is on the logic underlying inferential statistics and hypothesis testing: Readers learn the most commonly used procedures (t-test, analysis of variance with and without repeated measures, correlation/regression) as well as the pitfalls of data analysis, and develop the understanding necessary to interpret results correctly. The individual chapters are supplemented by concrete evaluation examples from everyday research - including exemplary implementation with the programs SPSS and R. In addition to the classic methods, cross-references to current developments in psychological methodological research are also included.</p><p>This book is a translation of the original German 3rd edition of <em>Inferenzstatistik verstehen</em> by Markus Janczyk and Roland Pfister. The translation was done with the help of artificial intelligence (machine translation by the service DeepL.com). A subsequent human revision was done primarily in terms of content, so that the book will read stylistically differently from a conventional translation.</p>...(*_*)9783662667866_<p>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.</p><p>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.</p>...9783662667866_Springer Berlin Heidelberglibro_electonico_9783662667866_9783662667866Roland PfisterInglésMéxico2023-10-24T00:00:00+00:00Springer Berlin Heidelberg