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A primer on PCA
Course: Statistics and Methodology
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2024
Simplifying imputation with many predictors in MICE using principal component analysis
PhD Thesis
2023
gspcr: Generalized Supervised Principal Component Regression
Research Software
2023
Multiple Imputation with GSPCR: a case study
Article
2023
Supervised Dimensionality Reduction for Multiple Imputation by Chained Equations
Article
2023
Solving the many variables problem in MICE with principal component regression.
Article
2022
High-dimensional imputation for the social sciences: a comparison of state-of-the-art methods.
Article
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