Learning From Data (Hardcover)

Matthew E. Andrzejewski

ISBN 10: 0367457989 / ISBN 13: 9780367457983

Verlag: Taylor & Francis Ltd, London, 2024

Hardcover. This fully updated fourth edition explores the foundations of statistical reasoning, focusing on how to interpret psychological data and statistical results. This edition includes three important new features. First, the book is closely integrated with the free statistical analysis program JASP. Thus, students learn how to use JASP to help with tasks such as constructing grouped frequency distributions, making violin plots, conducting inferential statistical tests, and creating confidence intervals. Second, reflecting the growing use of Bayesian analyses in the professional literature, this edition includes a chapter with an introduction to Bayesian statistics (also using JASP). Third, the revised text incorporates adjunct questions, that is, questions that challenge the students understanding, after each major section. Cognitive psychology has demonstrated how adjunct questions and related techniques such as self-explanation can greatly improve comprehension.Additional key features of the book include: A user-friendly approach, with focused attention to explaining the more difficult concepts and the logic behind them. End of chapter tables summarize the hypothesis testing procedures introduced, and exercises support information recall and application. The consistent use of a six-step procedure for all hypothesis tests that captures the logic of statistical inference. Multiple examples of each of the major inferential statistical tests. Boxed media reports illustrate key concepts and their relevance to real-world issues. A focus on power, with a separate chapter, and power analysis procedures in each chapter.With comprehensive digital resources, including large data sets integrated throughout the textbook, and files for conducting analysis in JASP, this is an essential text for undergraduate or beginning graduate statistics courses in psychology, education, and other applied social and health sciences. This fully updated 4th edition explores the foundations of statistical reasoning, focusing on how to interpret psychological data and statistical results. The book is closely integrated with the free statistical analysis program JASP.The book also reflects the growing use of Bayesian analyses in the professional literature. Shipping may be from multiple locations in the US or from the UK, depending on stock availability. Bestandsnummer des Verkäufers 9780367457983

Inhaltsangabe:

This fully updated 4th edition explores the foundations of statistical reasoning, focusing on how to interpret psychological data and statistical results. The book is closely integrated with the free statistical analysis program JASP.The book also reflects the growing use of Bayesian analyses in the professional literature.

Über die Autorin bzw. den Autor:

Arthur M. Glenberg is an emeritus Professor of Psychology at Arizona State University and at the University of Wisconsin–Madison. He is a Mercator Fellow at the University of Tübingen in Germany, and he holds an appointment at INICO at the University of Salamanca in Spain. He received his Ph.D. in 1974 from the University of Michigan.

Matthew E. Andrzejewski is a lecturer in the Department of Psychology at the University of Wisconsin–Whitewater. He received his Ph.D. in 2001 from Temple University.

Bibliografische Details

Titel: Learning From Data (Hardcover)
Verlag: Taylor & Francis Ltd, London
Erscheinungsdatum: 2024
Einband: Hardcover
Zustand: new
Auflage: 4. Auflage