READ_ME for Prediction R Data Objects Anna Rene Rogers Objects: Phenotype Data: PhenoG2F.Rdata: BLUEs for 16,106 hybrid-environment combinations in the G2F dataset. Includes fold information for different cross validation Schemes Yield_Vector.Rdata: Vector of yield obervations to use as response in prediction modeling. Yield_AVG.Rdata: Vector of yield BLUEs for 1,918 hybrids averaged across environments, used in marker matrix testing. Marker Matrices: A_Matrix_5k.Rdata: 5,093 additive marker set for 1,918 hybrids A_Matrix_10k.Rdata: 10,187 additive marker set for 1,918 hybrids A_Matrix_15k.Rdata: 15,280 additive marker set for 1,918 hybrids A_Matrix_20k.Rdata: 20,373 additive marker set for 1,918 hybrids D_Matrix_5k.Rdata: 5,093 dominance marker set for 1,918 hybrids D_Matrix_10k.Rdata: 10,187 dominance marker set for 1,918 hybrids D_Matrix_15k.Rdata: 15,280 dominance marker set for 1,918 hybrids D_Matrix_20k.Rdata: 20,373 dominance marker set for 1,918 hybrids D_Markers_Full.Rdata: 10,187 dominance marker set expanded to size for 16,106 observations in G2F BLUEs set Environmental Datasets: Env_Indicator.Rdata: Indicator matrix of environment labels for use in modeling with environment labeling I Full_Weather_5Day.Rdata: Environmental dataset of 5-day windowed data and accompanying soil data, corresponding to 16,106 BLUE observations Full_Weather_10Day.Rdata: Environmental dataset of 10-day windowed data and accompanying soil data, corresponding to 16,106 BLUE observations Full_Weather_15Day.Rdata: Environmental dataset of 15-day windowed data and accompanying soil data, corresponding to 16,106 BLUE observations Full_Weather_30Day.Rdata: Environmental dataset of 30-day windowed data and accompanying soil data, corresponding to 16,106 BLUE observations