Statistics for Applied Behavior Analysis Practitioners and Researchers (ePub)

Name: Statistics for Applied Behavior Analysis Practitioners and Researchers
Brand: Elsevier Science & Techn.
SKU: 149106551
Price: 69.95 EUR
Availability: OnlineOnly

(Sprache: Englisch)

Autoren: David J. Cox , Jason C. Vladescu

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Statistics for Applied Behavior Analysis Practitioners and Researchers, David J. Cox, Jason C. Vladescu

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Statistics for Applied Behavior Analysis Practitioners and Researchers provides practical and useful content for individuals who work directly with, or supervise those who work directly with, individuals with ASD. This book introduces core concepts and...

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Statistics for Applied Behavior Analysis Practitioners and Researchers provides practical and useful content for individuals who work directly with, or supervise those who work directly with, individuals with ASD. This book introduces core concepts and principles of modern statistical analysis that practitioners will need to deliver ABA services. The organization of the book works through the flow of behavior analytic service provision, aiming to help practitioners read through research, evaluate intervention options, incorporate statistics in their analysis of time-series intervention and assessment data, and effectively communicate assessment and intervention effects using statistics.

As professionals who provide applied behavior analysis (ABA) services are required to use evidence-based practices and make data-based decisions regarding assessments and interventions, this book will help them take a modern, scientific approach to derive knowledge and make decisions based on statistical literacy.

Examines classical methods of statistics that focus on group design and its applications to ABA research
Discusses the unique challenges of time-series data and reviews simple solutions
Covers current standards in writing and presenting statistical effects of interventions
Focuses on statistical analysis for single case designs

Autoren-Porträt von David J. Cox, Jason C. Vladescu

David J. Cox, Ph.D., M.S.B., BCBA-D currently works as the VP of Data Science at RethinkFirst and is faculty at the Institute for Applied Behavioral Science at Endicott College. Dr. Cox has earned a M.S. in Bioethics from Union Graduate College; a PhD in behavior analysis from the University of Florida; a post-doctoral fellowship at the Behavioral Pharmacology Research Unit of Johns Hopkins University School of Medicine; and a post-doctoral fellowship at Insight! Data Science. Since 2014, Dr. Cox's research and applied work has focused on how to effectively leverage technology, quantitative modeling, and artificial intelligence to ethically optimize behavioral health outcomes and clinical decision-making. Based on his individual and collaborative work, he has published 50+ peer-reviewed articles, three books, and 150+ presentations at scientific conferences.

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Bibliographische Angaben

Autoren: David J. Cox , Jason C. Vladescu
2023, 304 Seiten, Englisch
Verlag: Elsevier Science & Techn.
ISBN-10: 0323985270
ISBN-13: 9780323985277
Erscheinungsdatum: 30.06.2023

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Dateiformat: ePub
Größe: 8.05 MB
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