most citedSelecting a Scale for Spatial Confounding Adjustment

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stat.ME2015

A novel principal component analysis for spatially-misaligned multivariate air pollution data

Roman A. Jandarov, Lianne A. Sheppard, Paul D. Sampson +1

We propose novel methods for predictive (sparse) PCA with spatially misaligned data. These methods identify principal component loading vectors that explain as much variability in…