GLMM中的置信区间

我想为响应变量的一些解释变量（称为HUNTED）生成置信区间的值 . 数据大约是3个不同的时间周期 . 但是，当我使用代码：library（MASS）confint（allspecies4）时，我只收到错误消息（见下文） . 有谁知道如何改进我的脚本，以便我可以访问置信区间？ Obs . ：我的数据集太大了，我刚刚添加了它的一部分，这样你就可以理解它的分布情况了 .

allspecies4<-read.csv(file= "dadosGLMM.csv", header= TRUE, sep= ";" )
attach(allspecies4)
library(lme4)
allspecies4<- glmer(HUNTED~ eco+TrophicLevel+age+ log(body_mass)+
                      habitat+ABUND + PERIOD + tabu +(1|Specie),
                    data=dadosGLMM, family=binomial)

library(MASS)
confint(allspecies4)


library(MASS)
> confint(allspecies4)
Computing profile confidence intervals ...
Error in zeta(shiftpar, start = opt[seqpar1][-w]) : 
  profiling detected new, lower deviance
In addition: Warning messages:
1: In nextpar(mat, cc, i, delta, lowcut, upcut) :
  unexpected decrease in profile: using minstep
2: In nextpar(mat, cc, i, delta, lowcut, upcut) :
  unexpected decrease in profile: using minstep
3: In nextpar(mat, cc, i, delta, lowcut, upcut) :
  unexpected decrease in profile: using minstep
4: In nextpar(mat, cc, i, delta, lowcut, upcut) :
  unexpected decrease in profile: using minstep
5: In (function (fn, par, lower = rep.int(-Inf, n), upper = rep.int(Inf,  :
  failure to converge in 10000 evaluations
6: In nextpar(mat, cc, i, delta, lowcut, upcut) :
  unexpected decrease in profile: using minstep
7: In nextpar(mat, cc, i, delta, lowcut, upcut) :
  unexpected decrease in profile: using minstep
8: In nextpar(mat, cc, i, delta, lowcut, upcut) :
  unexpected decrease in profile: using minstep
9: In FUN(X[[i]], ...) : non-monotonic profile for (Intercept)

样本数据

Specie body_mass TrophicLevel age eco habitat PERIOD HUNTED ABUND tabu
  Cerc_mit      3.70            2  57   2       F DURING      0     2    1
  Cerc_mit      3.70            2  57   2       F  AFTER      0     3    1
  Cerc_mit      3.70            2  57   2       F BEFORE      0     4    1
  Cerc_mit      3.70            2  67   2       F DURING      1     2    1
  Cerc_mit      3.70            2  67   2       F  AFTER      0     2    1
 Chlor_cyn      3.70            2  53   2       S DURING      0     3    0
 Chlor_cyn      3.70            2  74   2       S DURING      0     3    0
 Chlor_cyn      3.70            2  30   2       S DURING      0     4    0
 Chlor_cyn      3.70            2  63   2       S DURING      0     4    0
 Chlor_cyn      3.70            2  54   2       S DURING      0     3    0
 Chlor_cyn      3.70            2  30   2       S DURING      0     4    0
 Chlor_cyn      3.70            2  30   2       S DURING      0     3    0
 Phil_mont      3.69            2  24   3       F DURING      0     3    0
 Phil_mont      3.69            2  24   3       F BEFORE      0     4    0
 Phil_mont      3.69            2  33   3       F  AFTER      1     4    0
 Phil_mont      3.69            2  33   3       F BEFORE      0     4    0
 Phil_mont      3.69            2  33   3       F DURING      0     4    0
 Phil_mont      3.69            2  43   3       F BEFORE      0     4    0
 Phil_mont      3.69            2  43   3       F DURING      0     4    0