> print(cbind(SS_TOT_U,DF_TOT_U)) DF_TOT_U [1,] 1722811 24 > print(cbind(SS_MODEL,DF_MODEL)) DF_MODEL [1,] 1720452 3 > print(cbind(SS_RESIDUAL,DF_RESIDUAL)) DF_RESIDUAL [1,] 2359.167 21 > print(cbind(SS_MEAN,DF_MEAN)) DF_MEAN [1,] 1622920 1 > print(cbind(SS_REGRESSION,DF_REGRESSION)) DF_REGRESSION [1,] 97531.8 2 > > # F-test for H0: beta1=beta2=0 (Test Statistic, Critical Value (alpha=0.05,P-value) > F_OBS <- (SS_REGRESSION/DF_REGRESSION)/(SS_RESIDUAL/DF_RESIDUAL) > F_CRIT <- qf(.95,DF_REGRESSION,DF_RESIDUAL) > F_P <- 1-pf(F_OBS,DF_REGRESSION,DF_RESIDUAL) > > print(cbind(F_OBS,F_CRIT,F_P)) F_CRIT [1,] 434.087 3.4668 0