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个人简介
Research Area
Quantitative Methods
Research
My research is primarily focused on addressing methodological complexities and developing statistical methods for multilevel/hierarchical data contexts (e.g., patients nested within clinicians, students nested within schools, or repeated measures nested within individuals).
Specifically, I am currently pursuing several interrelated programs of research: (1) developing R-squared measures and methods for multilevel models; (2) addressing unappreciated consequences of conflating level-specific effects in analysis of multilevel data; (3) delineating relationships between multilevel models and other commonly used models, such as mixture models; and (4) advancing model selection and comparison methods for latent variable models. To aid researchers in applying my work, I develop software (primarily in R) that is openly available for public use.
Quantitative Methods
Research
My research is primarily focused on addressing methodological complexities and developing statistical methods for multilevel/hierarchical data contexts (e.g., patients nested within clinicians, students nested within schools, or repeated measures nested within individuals).
Specifically, I am currently pursuing several interrelated programs of research: (1) developing R-squared measures and methods for multilevel models; (2) addressing unappreciated consequences of conflating level-specific effects in analysis of multilevel data; (3) delineating relationships between multilevel models and other commonly used models, such as mixture models; and (4) advancing model selection and comparison methods for latent variable models. To aid researchers in applying my work, I develop software (primarily in R) that is openly available for public use.
研究兴趣
论文共 28 篇作者统计合作学者相似作者
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Behavior research methods (2024)
Omegapp.302228241239698-302228241239698, (2024)
Behavior Research Methodspp.1-1, (2024)
Multivariate behavioral researchno. 6 (2023): 1-28
Behavior research methodsno. 4 (2023): 3023-3057
crossref(2023)
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