fmdbh.nlm<-nlme(zdbh~a*(1-exp(-b*age))^c,data=rd,fixed = list(a+b+c ~ 1), random = list(zl = pdDiag(list(a+b~1)),jxm=pdDiag(list(a+b~1))),start=c(a=25,b=0.1,c=1.2))
> summary(fmdbh.nlm)
Nonlinear mixed-effects model fit by maximum likelihood
Model: zdbh ~ a * (1 - exp(-b * age))^c
Data: rd
AIC BIC logLik
1632.281 1668.656 -808.1407
Random effects:
Formula: list(a ~ 1, b ~ 1)
Level: zl
Structure: Diagonal
a b
StdDev: 0.730029 0.0177251
Formula: list(a ~ 1, b ~ 1)
Level: jxm %in% zl
Structure: Diagonal
a b Residual
StdDev: 1.603547 0.0136651 0.6796938
Fixed effects: list(a + b + c ~ 1)
Value Std.Error DF t-value p-value
a 19.849257 0.5123396 672 38.74238 0
b 0.081901 0.0075680 672 10.82196 0
c 2.044081 0.0591179 672 34.57636 0
Correlation:
a b
b -0.160
c -0.397 0.325
Standardized Within-Group Residuals:
Min Q1 Med Q3 Max
-3.89657295 -0.64339021 -0.06845265 0.65748673 3.16987259
Number of Observations: 697
Number of Groups:
zl jxm %in% zl
8 23
这是我拟合的混合模型程序和结果,就是想画既有原来普通拟合的曲线还能有含有混合作用拟合出来的曲线。求高人指点。谢谢