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Statistics版 - # of subjects/clusters in mixed model
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相关话题的讨论汇总
话题: subjects话题: clusters话题: model话题: nlmixed话题: mixed
进入Statistics版参与讨论
1 (共1页)
A*******s
发帖数: 3942
1
Does anyone have experience on fitting mixed effect model with more than 500
,000 subjects/clusters, two binormal random effects and 20 fixed effects? I
am trying nlmixed but it has been running over 5 hours. Will Glimmix be
better?
Since the model is of binary outcome I cannot use Hpmixed. :( Any other
suggestions? Thanks in advance.
o****o
发帖数: 8077
2
Half million subjects? I doubt if your NLMIXED can finish ever
s*r
发帖数: 2757
3
try stochastic gradient descent
haha
z**********i
发帖数: 12276
4
今年,我们大的数据,准备在WORK BENCH(UNIX)上试试.
去年,我RUN的NLMIXED,PC上,用了5-7天,给了结果. 后来,用GENMOD了.

500
I

【在 A*******s 的大作中提到】
: Does anyone have experience on fitting mixed effect model with more than 500
: ,000 subjects/clusters, two binormal random effects and 20 fixed effects? I
: am trying nlmixed but it has been running over 5 hours. Will Glimmix be
: better?
: Since the model is of binary outcome I cannot use Hpmixed. :( Any other
: suggestions? Thanks in advance.

A*******s
发帖数: 3942
5
the saddest thing is not that your NLMIXED cannot finish, but rather that
the NLMIXED finished after 20 hours and then you realized you
overparameterized the model... DAMN!!!!! :)

【在 o****o 的大作中提到】
: Half million subjects? I doubt if your NLMIXED can finish ever
1 (共1页)
进入Statistics版参与讨论
相关主题
longitudinal data analysis里面,GEE model 和 mixed model两个方法各有什么优越性吗?mixed model 问题,请各位帮忙。
怎么用Proc GLIMMIX 做two-part mixed model呢[SAS]programming statement in Proc GLMMIX/NLMIX/MODEL
cluster effect in case control study求教:SAS怎样实现限制必须经过某个点的GLM
longitudinal的data,一般都用什么方法分析?求大侠指点,GEE macro in SAS
Clustered Data能用GEE或Mixed Model吗?统计新人问个自学SAS的问题
proc nlmixed很豪放regression analysis for 3-level hierarchical data
[合集] need help with a reviewer's comment【包子】求学习材料proc glimmix with poisson distribution
a quesiton about random effect在RUN一段SAS CODE
相关话题的讨论汇总
话题: subjects话题: clusters话题: model话题: nlmixed话题: mixed