Em Seg 24 Out 2005 18:08, Doran, Harold escreveu: > Ronaldo > > See the article on lmer pasted below for syntax. It is the only current > source documenting the code. In lmer(), the nesting structure for the > ranmdom effects is handled in a slightly different way. If your > observations are nested as you note, then you can use > > > lmer(y~x1 + x2 +(1|x1) + (1|x2), data) > > @Article{Rnews:Bates:2005, > author = {Douglas Bates}, > title = {Fitting Linear Mixed Models in {R}}, > journal = {R News}, > year = 2005, > volume = 5, > number = 1, > pages = {27--30}, > month = {May}, > url = {http://CRAN.R-project.org/doc/Rnews/}, > } >
Hi, I try this with a splitsplitplot example. I make the correct model with aov, lme do compare with lmer. But I cant make a correct model in lmer. Look that the aov and lme results are similars, but very different from lmer. In aov and lme is used the correct DF for each variable, in lmer it use a same DF for all? Denom=54. What is my mistake? Thanks Ronaldo ----- Begin of example ------ > summary(splitplot) yield block irrigation density fertilizer Min. : 60.00 A:18 control :36 high :24 N :24 1st Qu.: 86.00 B:18 irrigated:36 low :24 NP:24 Median : 95.00 C:18 medium:24 P :24 Mean : 99.72 D:18 3rd Qu.:114.00 Max. :136.00 > > attach(splitplot) > > m.aov <- aov(yield~irrigation*density*fertilizer+Error(block/irrigation/density/fertilizer)) > > summary(m.aov) Error: block Df Sum Sq Mean Sq F value Pr(>F) Residuals 3 194.444 64.815 Error: block:irrigation Df Sum Sq Mean Sq F value Pr(>F) irrigation 1 8277.6 8277.6 17.590 0.02473 * Residuals 3 1411.8 470.6 --- Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1 Error: block:irrigation:density Df Sum Sq Mean Sq F value Pr(>F) density 2 1758.36 879.18 3.7842 0.05318 . irrigation:density 2 2747.03 1373.51 5.9119 0.01633 * Residuals 12 2787.94 232.33 --- Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1 Error: block:irrigation:density:fertilizer Df Sum Sq Mean Sq F value Pr(>F) fertilizer 2 1977.44 988.72 11.4493 0.0001418 *** irrigation:fertilizer 2 953.44 476.72 5.5204 0.0081078 ** density:fertilizer 4 304.89 76.22 0.8826 0.4840526 irrigation:density:fertilizer 4 234.72 58.68 0.6795 0.6106672 Residuals 36 3108.83 86.36 --- Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1 > > library(nlme) > > m.lme <- lme(yield~irrigation*density*fertilizer,random=~1| block/irrigation/density/fertilizer) > > anova(m.lme) numDF denDF F-value p-value (Intercept) 1 36 2683.2245 <.0001 irrigation 1 3 31.0269 0.0114 density 2 12 3.7780 0.0534 fertilizer 2 36 11.4490 0.0001 irrigation:density 2 12 5.9023 0.0164 irrigation:fertilizer 2 36 5.5203 0.0081 density:fertilizer 4 36 0.8826 0.4841 irrigation:density:fertilizer 4 36 0.6795 0.6107 > > library(lme4) Loading required package: Matrix Loading required package: lattice > > g1 <- block:irrigation > g2 <- block:irrigation:density > g3 <- block:irrigation:density:fertilizer > > m.lmer <- lmer(yield~irrigation*density*fertilizer+(1|g1)+(1|g2)+(1|g3)) > > anova(m.lmer) Analysis of Variance Table Df Sum Sq Mean Sq Denom F value Pr(>F) irrigation 1 827.41 827.41 54.00 30.9203 8.546e-07 *** density 2 202.53 101.26 54.00 3.7842 0.028971 * fertilizer 2 612.76 306.38 54.00 11.4493 7.159e-05 *** irrigation:density 2 316.40 158.20 54.00 5.9120 0.004767 ** irrigation:fertilizer 2 295.45 147.72 54.00 5.5204 0.006586 ** density:fertilizer 4 94.48 23.62 54.00 0.8826 0.480561 irrigation:density:fertilizer 4 72.73 18.18 54.00 0.6795 0.609157 --- Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1 ----- End of example ------ -- A divisão do trabalho é limitada pelo tamanho do mercado --Adam Smith -- |> // | \\ [***********************************] | ( õ õ ) [Ronaldo Reis Júnior ] |> V [UFV/DBA-Entomologia ] | / \ [36570-000 Viçosa - MG ] |> /(.''`.)\ [Fone: 31-3899-4007 ] | /(: :' :)\ [EMAIL PROTECTED] ] |>/ (`. `'` ) \[ICQ#: 5692561 | LinuxUser#: 205366 ] | ( `- ) [***********************************] |>> _/ \_Powered by GNU/Debian Woody/Sarge ______________________________________________ R-help@stat.math.ethz.ch mailing list https://stat.ethz.ch/mailman/listinfo/r-help PLEASE do read the posting guide! http://www.R-project.org/posting-guide.html