R Help - Why is that in the results below, changing the order of the factor (trialType2: levels - DD, SD, DS, SS) changes the estimates in the fixed effects tests?
> tmp.dat4$trialType2 <- sort(tmp.dat4$trialType, decreasing = TRUE) > mod2c <- lme(proportion.down ~ trialType2, data = tmp.dat4, random = ~ 1 | subject, na.action = na.omit, method = "ML") > summary(mod2c) Linear mixed-effects model fit by maximum likelihood Data: tmp.dat4 AIC BIC logLik 27.92306 48.23003 -7.961531 Random effects: Formula: ~1 | subject (Intercept) Residual StdDev: 0.3800017 0.1530272 Fixed effects: proportion.down ~ trialType2 Value Std.Error DF t-value p-value (Intercept) 0.6788875 0.08613476 141 7.881690 0.0000 trialType2DS 0.0287062 0.11267357 141 0.254773 0.7993 trialType2SD -0.0197194 0.12142018 141 -0.162406 0.8712 trialType2SS -0.0941918 0.12204707 141 -0.771766 0.4415 Correlation: (Intr) trT2DS trT2SD trialType2DS -0.658 trialType2SD -0.709 0.467 trialType2SS -0.706 0.464 0.571 Standardized Within-Group Residuals: Min Q1 Med Q3 Max -3.67176824 -0.22090663 0.08677971 0.14331603 2.86301670 Number of Observations: 218 Number of Groups: 74 > tmp.dat4$trialType2 <- sort(tmp.dat4$trialType, decreasing = FALSE) > mod2c <- lme(proportion.down ~ trialType2, data = tmp.dat4, random = ~ 1 | subject, na.action = na.omit, method = "ML") > summary(mod2c) Linear mixed-effects model fit by maximum likelihood Data: tmp.dat4 AIC BIC logLik 27.92306 48.23003 -7.961531 Random effects: Formula: ~1 | subject (Intercept) Residual StdDev: 0.3800017 0.1530272 Fixed effects: proportion.down ~ trialType2 Value Std.Error DF t-value p-value (Intercept) 0.5846957 0.08646554 141 6.762181 0.0000 trialType2DS 0.0744724 0.11277773 141 0.660347 0.5101 trialType2SD 0.1228981 0.12175741 141 1.009368 0.3145 trialType2SS 0.0941918 0.12204707 141 0.771766 0.4415 Correlation: (Intr) trT2DS trT2SD trialType2DS -0.660 trialType2SD -0.710 0.469 trialType2SS -0.708 0.468 0.573 Standardized Within-Group Residuals: Min Q1 Med Q3 Max -3.67176824 -0.22090663 0.08677971 0.14331603 2.86301670 Number of Observations: 218 Number of Groups: 74 -- *Edward H Patzelt | Research Assistant Psychology | University of Minnesota | Elliott Hall, 75 East River Road | Minneapolis, MN 55455 Email: patze...@umn.edu | Main: 612.626.0072 | Mobile: 651.315.3410 | Office: S355 ** * [[alternative HTML version deleted]] ______________________________________________ R-help@r-project.org mailing list https://stat.ethz.ch/mailman/listinfo/r-help PLEASE do read the posting guide http://www.R-project.org/posting-guide.html and provide commented, minimal, self-contained, reproducible code.