Skip to main content
. Author manuscript; available in PMC: 2021 Jun 1.
Published in final edited form as: Environmetrics. 2019 Dec 19;31(4):e2614. doi: 10.1002/env.2614

Table 4:

The median prediction R2’s across 1,000 simulations for high-dimensional scenario 1. Under missing data scenarios, LRMC is used prior to either PCA or PredPCA.

PC1 Complete MCAR 35% MAR
PCA 0.83 0.80 0.61
PredPCA 0.84 0.81 0.63
ProPrPCA-Krige 0.83 0.83 0.64
ProPrPCA-Spline 0.84 0.83 0.69
PC2 Complete MCAR 35% MAR
PCA 0.60 0.58 0.67
PredPCA 0.60 0.58 0.68
ProPrPCA-Krige 0.60 0.60 0.69
ProPrPCA-Spline 0.60 0.60 0.68