Dear all,
Here's my question about "lmer". this function is very weird because it depends on the data set to work. sometimes it works, other times does not work. I attach the data file and the codes are below that I tried to make it work. Please let me know what the problem is and how to solve this problem. Thank you, Best, Yunjeong model<-lmer(vote~z.income+z.county.income.full+z.income* z.county.income.full+(1+z.income|fipsid),family=binomial(link="logit")) : this does not work. model<-lmer(vote~z.income+z.county.income.full+z.income* z.county.income.full+(1+z.income|fipsid),family=gaussian()) : this works model<-lmer(vote~z.income+z.county.income.full+z.income: z.county.income.full+(1+z.income|fipsid),family=binomial(link="logit"),data= as.data.frame(newData[c(1:2041),])) :this works model<-lmer(vote~z.income+z.county.income.full+z.income* z.county.income.full+(1+z.income|fipsid),family=binomial(link="logit"),data= as.data.frame(newData[c(1:2040,2048:2309),])) *:this works* model<-lmer(vote~z.income+z.county.income.full+z.income* z.county.income.full+(1+z.income|fipsid),family=binomial(link="logit"),data= as.data.frame(newData[c(1:2041,2048:2309),])) :this does not work model<-lmer(vote~z.income+z.county.income.full+z.income* z.county.income.full+(1+z.income|fipsid),family=binomial(link="logit"),data= as.data.frame(newData[c(1:2042,2048:2309),])) :this does not work, I think there is some problem in the data set between 2041 and 2048 model<-lmer(vote~z.income+z.county.income.full+z.income* z.county.income.full+(1+z.income|fipsid),family=binomial(link="logit"),data= as.data.frame(newData[c(1:2040,2047:2309),])) :this does not work model<-lmer(vote~z.income+z.county.income.full+z.income: z.county.income.full+(1+z.income|fipsid),family=binomial(link="logit"),data= as.data.frame(newData[c(1:2042),])) model<-lmer(vote~z.income+z.county.income.full+z.income: z.county.income.full+(1+z.income|fipsid),family=binomial(link="logit"),data= as.data.frame(newData[c(1:2043),])) . . model<-lmer(vote~z.income+z.county.income.full+z.income: z.county.income.full+(1+z.income|fipsid),family=binomial(link="logit"),data= as.data.frame(newData[c(1:2049),])) : but these 8 models work model<-lmer(vote~z.income+z.county.income.full+z.income: z.county.income.full+(1+z.income|fipsid),family=binomial(link="logit"),data= as.data.frame(newData[c(1:2050),])) :this doesn't work > model<-lmer(vote~z.income+z.county.income.full+z.income: z.county.income.full+(1+z.income|fipsid),family=binomial(link="logit"),data= as.data.frame(newData[c(1:2049,2050:2309),])) : not work > model<-lmer(vote~z.income+z.county.income.full+z.income: z.county.income.full+(1+z.income|fipsid),family=binomial(link="logit"),data= as.data.frame(newData[c(1:2049,2051:2309),])) not work > model<-lmer(vote~z.income+z.county.income.full+z.income: z.county.income.full+(1+z.income|fipsid),family=binomial(link="logit"),data= as.data.frame(newData[c(1:2049,2100:2309),])) : not work > model<-lmer(vote~z.income+z.county.income.full+z.income: z.county.income.full+(1+z.income|fipsid),family=binomial(link="logit"),data= as.data.frame(newData[c(2200:2309),])) : not work > model<-lmer(vote~z.income+z.county.income.full+z.income: z.county.income.full+(1+z.income|fipsid),family=binomial(link="logit"),data= as.data.frame(newData[c(1:2045,2309),])) it works > model<-lmer(vote~z.income+z.county.income.full+z.income: z.county.income.full+(1+z.income|fipsid),family=binomial(link="logit"),data= as.data.frame(newData[c(1:2046,2309),])) it works > model<-lmer(vote~z.income+z.county.income.full+z.income: z.county.income.full+(1+z.income|fipsid),family=binomial(link="logit"),data= as.data.frame(newData[c(1:2047,2309),])) it does not work please help me!
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