R-用fitplus拟合混合分布
我已将对数正态分布和广义帕累托(精算师)混合定义如下:R-用fitplus拟合混合分布,r,fitdistrplus,R,Fitdistrplus,我已将对数正态分布和广义帕累托(精算师)混合定义如下: dlnormgenpar<-function(x, w_lnorm, meanlog=0, sdlog=1, par_shape1=1, par_shape2=1, par_scale=1) { w_par=1-w_lnorm dln=dlnorm(
dlnormgenpar<-function(x,
w_lnorm,
meanlog=0,
sdlog=1,
par_shape1=1,
par_shape2=1,
par_scale=1) {
w_par=1-w_lnorm
dln=dlnorm(x,meanlog = meanlog,sdlog = sdlog)
dpar=dgenpareto(x,shape1=par_shape1,shape2=par_shape2,scale=par_scale)
return(w_lnorm*dln+w_par*dpar)
}
如果我以通常的FitDistributPlus方式展开拟合函数,则错误仍然存在:
dist<-fitdist(data,"lnormgenpar",dparams=list(
w_lnorm=0.5,
meanlog=0,
sdlog=1,
par_shape1=1,
par_shape2=1,
par_scale=1
))
应定义与帮助不同的dname、pname和qname。您这样做了吗?尝试在fitdist
调用中添加start=list(w\u lnorm=0.1)
Unknown starting values for distribution lnormgenpar.
dist<-fitdist(data,"lnormgenpar",dparams=list(
w_lnorm=0.5,
meanlog=0,
sdlog=1,
par_shape1=1,
par_shape2=1,
par_scale=1
))