[R-sig-eco] extractng coef SE in lme
Kristen Gorman
kgorman at sfu.ca
Wed Jan 30 21:16:13 CET 2013
Dear all,
I am trying to extract the Std.Error of the coef value (Value) in lme models to produce model averaged parameter and variance estimates. See code below:
> Cand.models[[5]]<- lme(delta.15.N~Spp + Year.2 + Spp*Year.2, random=~1|Nest, data=Cks.D5.PAL.INS.DataSet.Sub1, method="ML")
> summary(Cand.models[[5]])
Linear mixed-effects model fit by maximum likelihood
Data: Cks.D5.PAL.INS.DataSet.Sub1
AIC BIC logLik
408.6659 446.1448 -193.3329
Random effects:
Formula: ~1 | Nest
(Intercept) Residual
StdDev: 0.5284209 0.37663
Fixed effects: delta.15.N ~ Spp + Year.2 + Spp * Year.2
Value Std.Error DF t-value p-value
(Intercept) 8.418759 0.1494967 122 56.31401 0.0000
SppCHPE -0.475943 0.3560323 122 -1.33680 0.1838
SppGEPE 0.124571 0.2186746 122 0.56967 0.5700
Year.22 0.081563 0.2051572 122 0.39757 0.6916
Year.23 -0.190905 0.2060199 122 -0.92664 0.3559
SppCHPE:Year.22 0.958468 0.4430617 122 2.16328 0.0325
SppGEPE:Year.22 0.029929 0.2921685 122 0.10244 0.9186
SppCHPE:Year.23 0.824019 0.4312515 122 1.91076 0.0584
SppGEPE:Year.23 0.461695 0.3000575 122 1.53869 0.1265
I would greatly appreciate any insight as to how to accomplish this...
thank you,
Kristen
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