I removed all of the extra variables that we didn't need to use such and re ran LASSO,
With the imputed data set LASSO only drops the Winter factor level of the Irrigation Season, we could either filter out the winter irrgation, or just include it anyways.
Using soil data with using only complete cases, LASSO dropped: Date_Sampled, Year, Field 3,5,8, Depths 13-24, 37-48, OM_pct, Bicarb_P_ppm, Fe_ppm, Cu_ppm
I removed all of the extra variables that we didn't need to use such and re ran LASSO,
With the imputed data set LASSO only drops the Winter factor level of the Irrigation Season, we could either filter out the winter irrgation, or just include it anyways.
Using soil data with using only complete cases, LASSO dropped: Date_Sampled, Year, Field 3,5,8, Depths 13-24, 37-48, OM_pct, Bicarb_P_ppm, Fe_ppm, Cu_ppm