[R] multcomp package

li li hannah.hlx at gmail.com
Mon Jun 6 16:57:35 CEST 2016


Hi all,
  After fitting a random slope and random intercept model using lme
function, I want
to test whether each of the fixed slopes is equal to zero (The output of
model is below).
Can this be done (testing each individual slope) using multcomp package?
  Thanks much for the help.
   Hanna

> summary(mod1)Linear mixed-effects model fit by REML
 Data: one
       AIC      BIC    logLik
  304.4703 330.1879 -140.2352

Random effects:
 Formula: ~1 + time | individual
 Structure: General positive-definite, Log-Cholesky parametrization
            StdDev       Corr
(Intercept) 0.2487869075 (Intr)
time        0.0001841179 -0.056
Residual    0.3718305953

Variance function:
 Structure: Different standard deviations per stratum
 Formula: ~1 | method
 Parameter estimates:
       3        1        2
 1.00000 26.59750 24.74476
Fixed effects: reponse ~ method * time
                Value Std.Error DF   t-value p-value(Intercept)
96.65395  3.528586 57 27.391694  0.0000
method2       1.17851  4.856026 57  0.242689  0.8091
method3       5.87505  3.528617 57  1.664973  0.1014time
0.07010  0.250983 57  0.279301  0.7810
method2:time -0.12616  0.360585 57 -0.349877  0.7277
method3:time -0.08010  0.251105 57 -0.318999  0.7509
 Correlation:
             (Intr) methd2 methd3 time   mthd2:
method2      -0.726
method3      -0.999  0.726
time         -0.779  0.566  0.779
method2:time  0.542 -0.712 -0.542 -0.696
method3:time  0.778 -0.566 -0.779 -0.999  0.696

Standardized Within-Group Residuals:
        Min          Q1         Med          Q3         Max
-2.67575293 -0.51633192  0.06742723  0.59706762  2.81061874

Number of Observations: 69
Number of Groups: 7 >

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