Log likelihoods for 3-component model fits: -332.3623 -332.3623 -332.3623 Log likelihoods for 5-component model fits: -316.5747 -315.1075 -315.1075 Call: lm(formula = t.trn ~ x.trn) Residuals: 15 19 25 56 81 97 -0.03790 0.05471 -0.07793 -0.34484 0.43080 -0.02483 Coefficients: Estimate Std. Error t value Pr(>|t|) (Intercept) 0.06744 0.51692 0.130 0.908 x.trnV1 0.20119 0.23725 0.848 0.486 x.trnV2 -0.34129 0.18111 -1.884 0.200 x.trnV3 -0.03377 0.28973 -0.117 0.918 Residual standard error: 0.3973 on 2 degrees of freedom (94 observations deleted due to missingness) Multiple R-squared: 0.8568, Adjusted R-squared: 0.6421 F-statistic: 3.99 on 3 and 2 DF, p-value: 0.2069 Call: lm(formula = t.trn ~ x.trn.fill1) Residuals: Min 1Q Median 3Q Max -3.045036 -0.493079 0.001552 0.625383 1.666534 Coefficients: Estimate Std. Error t value Pr(>|t|) (Intercept) -0.42040 0.18361 -2.290 0.024235 * x.trn.fill1V1 0.17838 0.04469 3.991 0.000128 *** x.trn.fill1V2 -0.14963 0.06832 -2.190 0.030933 * x.trn.fill1V3 0.15822 0.04469 3.540 0.000618 *** --- Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1 Residual standard error: 0.8634 on 96 degrees of freedom Multiple R-squared: 0.2527, Adjusted R-squared: 0.2293 F-statistic: 10.82 on 3 and 96 DF, p-value: 3.453e-06 Call: lm(formula = t.trn ~ x.trn.fill3) Residuals: Min 1Q Median 3Q Max -2.23155 -0.36491 -0.03296 0.38403 1.23593 Coefficients: Estimate Std. Error t value Pr(>|t|) (Intercept) -0.16487 0.12591 -1.309 0.194 x.trn.fill3V1 0.08662 0.05466 1.585 0.116 x.trn.fill3V2 -0.34212 0.05077 -6.739 1.18e-09 *** x.trn.fill3V3 0.27371 0.04765 5.745 1.08e-07 *** --- Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1 Residual standard error: 0.654 on 96 degrees of freedom Multiple R-squared: 0.5712, Adjusted R-squared: 0.5578 F-statistic: 42.63 on 3 and 96 DF, p-value: < 2.2e-16 Call: lm(formula = t.trn ~ x.trn.fill5) Residuals: Min 1Q Median 3Q Max -2.26436 -0.39420 -0.04492 0.47475 1.22394 Coefficients: Estimate Std. Error t value Pr(>|t|) (Intercept) -0.04829 0.13949 -0.346 0.729947 x.trn.fill5V1 0.18674 0.05380 3.471 0.000778 *** x.trn.fill5V2 -0.33277 0.05393 -6.170 1.62e-08 *** x.trn.fill5V3 0.16901 0.04338 3.896 0.000181 *** --- Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1 Residual standard error: 0.6768 on 96 degrees of freedom Multiple R-squared: 0.5407, Adjusted R-squared: 0.5264 F-statistic: 37.67 on 3 and 96 DF, p-value: 3.518e-16 [1] 0.8652748 [1] 0.4852362 [1] 0.4729234 [1] 0.3905321