Quantitative Psychology
The 88th Annual Meeting of the Psychometric Society, Maryland, USA, 2023
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6 Result(s)
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Jee Seon Kim
Statistics, general
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Chapter and Conference Paper
Assessing Cross-Level Interactions in Clustered Data Using CATE Estimation Methods
Treatment effect heterogeneity is a critical issue in causal inference, as a one-size-fits-all approach is not sufficient and can even be detrimental for many treatments and interventions. In environments wher...
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Chapter and Conference Paper
Assessing the Effects of a Yearly Renewable Education Program Through Causal Mediation Analysis
When education programs are renewed yearly, participation in such programs can vary over time, resulting in multiple patterns of participation. One such example is the national Head Start program administered ...
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Chapter and Conference Paper
Exploring Conceptual Differences Among Nonparametric Estimators of Treatment Heterogeneity in the Context of Clustered Data
One aim of educational research is to evaluate interventions developed to improve student learning and behavioral outcomes. Estimating an intervention’s treatment effect is one way to evaluate its efficacy. Th...
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Book and Conference Proceedings
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Chapter and Conference Paper
Comparing Parametric and Nonparametric Methods for Heterogeneous Treatment Effects
Efforts to estimate treatment effects and draw causal inferences based on observational data are increasingly relevant with the abundance of such data in the social and behavioral sciences. Although the averag...
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Book and Conference Proceedings
