Modeling Dyadic and Interdependent Data in the Developmental and Behavioral Sciences pdf epub mobi txt 电子书 下载 2025
- 发展心理学
- 行为科学
- 双变量数据
- 纵向数据分析
- 统计建模
- 因果推断
- 网络分析
- 关系数据
- 多水平建模
- 数据分析方法
具体描述
This book reviews methods of conceptualizing, measuring, and analyzing interdependent data in developmental and behavioral sciences. Quantitative and developmental experts describe best practices for modeling interdependent data that stem from interactions within families, relationships, and peer groups, for example. Complex models for analyzing longitudinal data, such as growth curves and time series, are also presented. Many contributors are innovators of the techniques and all are able to clearly explain the methodologies and their practical problems including issues of measurement, missing data, power and sample size, and the specific limitations of each method. Featuring a balance between analytic strategies and applications, the book addresses: The Actor-Partner Interdependence Model for analyzing influence between two individuals; The Intraclass Correlational Approach for analyzing distinguishable roles (parent-child) or exchangeable (same-sex) dyadic data; The Social Relations Model for analyzing group interdependency; and Social Network Analysis approaches for relationships between individuals. This book is intended for graduate students and researchers across the developmental, social, behavioral, and educational sciences. It is an excellent research guide and a valuable resource for advanced methods courses.
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