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Fundamentals of Statistical Inference

What is the Meaning of Random Error?
BuchKartoniert, Paperback
132 Seiten
Englisch
Springererschienen am20.08.20221st ed. 2022
This book provides a coherent description of foundational matters concerning statistical inference and shows how statistics can help us make inductive inferences about a broader context, based only on a limited dataset such as a random sample drawn from a larger population.mehr
Verfügbare Formate
BuchKartoniert, Paperback
EUR53,49
E-BookPDF1 - PDF WatermarkE-Book
EUR53,49

Produkt

KlappentextThis book provides a coherent description of foundational matters concerning statistical inference and shows how statistics can help us make inductive inferences about a broader context, based only on a limited dataset such as a random sample drawn from a larger population.
Details
ISBN/GTIN978-3-030-99090-9
ProduktartBuch
EinbandartKartoniert, Paperback
Verlag
Erscheinungsjahr2022
Erscheinungsdatum20.08.2022
Auflage1st ed. 2022
ReiheSpringerBriefs in Applied Statistics and Econometrics
Seiten132 Seiten
SpracheEnglisch
IllustrationenXV, 132 p. 11 illus.
Artikel-Nr.50472410

Inhalt/Kritik

Inhaltsverzeichnis
- 1. Introduction. - 2. The Meaning of Scientific and Statistical Inference. - 3. The Basics of Statistical Inference: Simple Random Sampling. - 4. Estimation Uncertainty in Complex Sampling Designs. - 5. Knowledge Accumulation Through Meta-analysis and Replications. - 6. The p-Value and Statistical Significance Testing. - 7. Statistical Inference in Experiments. - 8. Better Inference in the 21st Century: A World Beyond p < 0.05.mehr

Autor


Norbert Hirschauer is Professor of Agribusiness Management at the Martin Luther University Halle-Wittenberg, Germany. His research fields include whole-farm risk analysis, economics of crime and compliance, behavioral and experimental economics, and statistical inference. Since 2015, he has headed an informal working group that includes the book´s co-authors and concerns itself with inferential errors and the replication crisis in the social sciences.

Sven Grüner is a PostDoc in the Agribusiness Management Group of the Martin Luther University Halle-Wittenberg, Germany. His research focus lies in behavioral and experimental economics. Within this realm, he is interested in the external validity of behavioral study findings. He has been a member of the working group on inferential errors and the replication crisis since 2015.

Oliver Mußhoff is Professor of Farm Management at the Georg-August-University Göttingen, Germany. He has worked on a broadrange of research questions in the field of agricultural economics, including modeling of entrepreneurial decisions, investment and finance, risk management as well as experimental impact analysis of agricultural policy measures. He has been a member of the working group on inferential errors and the replication crisis since 2015.
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Grüner, Sven