PROC SGSCATTER; MATRIX Ozone Solar Wind Temp Day; RUN; PROC SGSCATTER; MATRIX Ozone Solar Wind Temp Day / DIAGONAL=(HISTOGRAM); RUN; PROC REG; MODEL Ozone = Solar Wind Temp Day; RUN; PROC REG; MODEL Ozone = Solar Wind Temp Day / STB; RUN; DATA PredictMe; INPUT Ozone Solar Wind Temp Day; DATALINES; . 180 15 70 274 . 180 5 90 274 RUN; DATA ozone; SET ozone PredictMe; RUN; PROC REG; MODEL Ozone = Solar Wind Temp Day / P; RUN; DATA ozone; SET ozone; Extra = 3*Solar - 2*Wind + 0.5*Temp; RUN; PROC REG; MODEL Ozone = Extra Solar Wind Temp Day / P; RUN;