so4_tacoma[,1] year_tacoma[,2] year_factor(year) station_tacoma[,3] station_factor(station) tacoma.frame_data.frame(so4=so4,year=year,station=station) tacoma.aov_aov(so4~year*station, data=tacoma) summary.lm(tacoma.aov)