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Titlebook: Regression-Based Normative Data for Psychological Assessment; A Hands-On Approach Wim Van der Elst Book 2024 The Editor(s) (if applicable)

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发表于 2025-3-21 18:30:04 | 显示全部楼层 |阅读模式
书目名称Regression-Based Normative Data for Psychological Assessment
副标题A Hands-On Approach
编辑Wim Van der Elst
视频video
概述Provides a solid introduction in regression-based normative methods without being overly technical.Comes with a comprehensive open-source software package to help efficiently derive regression-based n
图书封面Titlebook: Regression-Based Normative Data for Psychological Assessment; A Hands-On Approach  Wim Van der Elst Book 2024 The Editor(s) (if applicable)
描述.Over the last 20 years, so-called regression-based normative methods have become increasingly popular. In this approach, regression models for the mean and the residual variance structure are used to derive the normative data. The regression-based normative approach has some important advantages over the traditional normative approach, e.g., it allows for deriving more fine-grained norms and typically requires a substantially smaller sample size to derive accurate norms. .This book focuses on regression-based methods to derive normative data. The target audience are psychologists and other researchers in the behavioral sciences who are interested in deriving normative data for psychological tests (e.g., cognitive tests, questionnaires, rating scales, etc.). The book provides the essential theoretical background that is needed to understand the methodology, with a strong emphasis on the practical/real-life application of the methodology. To this end, the book is also accompanied by an open-source software package (the R library NormData) that is used to exemplify how normative data can be derived in several case studies..
出版日期Book 2024
关键词regression-based normative data; R software; norm-referenced scores; psychological assessment; normative
版次1
doihttps://doi.org/10.1007/978-3-031-50951-3
isbn_softcover978-3-031-50953-7
isbn_ebook978-3-031-50951-3
copyrightThe Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Switzerl
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发表于 2025-3-21 21:24:32 | 显示全部楼层
Normative Data Accounting for a Binary Independent Variable, studies in which regression-based normative data that account for Gender are derived for the Taylor Manifest Anxiety Scale score and the Science Exam subscale score of the General Certificate of Secondary Education test. These analyses are conducted using the . package in the R software.
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Normative Data Accounting for a Non-binary Qualitative Independent Variable,ms that account for a non-binary qualitative independent variable is illustrated using two case studies. In particular, norms that account for the impact of Level of Education are derived for the Openness subscale score of the International Personality Item Pool and the Fruits Verbal Fluency Test sc
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Quantifying Uncertainty in Regression-Based Norms, cases in the different simulation scenarios. Further, it is illustrated how a simulation-based approach can also be used to conduct sample size estimations for normative studies..The methodology to derive the percentile bootstrap CIs is exemplified in two case studies that were already analyzed in
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Regression-Based Normative Data for Psychological AssessmentA Hands-On Approach
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发表于 2025-3-23 09:10:05 | 显示全部楼层
o understand the methodology, with a strong emphasis on the practical/real-life application of the methodology. To this end, the book is also accompanied by an open-source software package (the R library NormData) that is used to exemplify how normative data can be derived in several case studies..978-3-031-50953-7978-3-031-50951-3
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