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Plot random intercepts from lmer model


Plot two graphs in same plot in RMultiple colour-scaling with lower level plots of ggplot2How to plot random intercept and slope model in RAvoid ggplot sorting the x-axis while plotting geom_bar()Plotting proper mixed models regression slopePlotting random intercepts of clmmHow to plot estimate values for a lmer regression model in R?Plot line with known slope in ggplot & add “CI”How to plot regression line for a 2x2x2 design in ggplot2 in R?lmer mixte multilevel regression not working on data without noise






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1















I ran a regression that looks as follows:



fit <- lmer(support ~ 1 + (1 | country), data = df, REML = F)


I want to plot the varying intercepts for the different countries. I tried with the following code:



p1 <- ggplot(fit, aes(support, colour=country)) + geom_line()


Unfortunately, it does not work. Does anyone have an idea what to do?










share|improve this question



















  • 1





    ggplot() needs a data.frame for plotting. I don't know lmer() but I would be surprised if it generates a data frame. The package broom supports a number of regression models and turns the results into tidy data.frames.

    – JBGruber
    Mar 24 at 10:27











  • there are some plot methods, but use lattice : library(lattice) ; dotplot(ranef(fit, condVar=TRUE)) ; dotplot(coef(fit)). Shouldn't be difficult to grab the relevant data If you really need this in ggplot.

    – user20650
    Mar 24 at 11:20












  • bbolker.github.io/mixedmodels-misc/… gives some plots as well

    – user20650
    Mar 24 at 12:01

















1















I ran a regression that looks as follows:



fit <- lmer(support ~ 1 + (1 | country), data = df, REML = F)


I want to plot the varying intercepts for the different countries. I tried with the following code:



p1 <- ggplot(fit, aes(support, colour=country)) + geom_line()


Unfortunately, it does not work. Does anyone have an idea what to do?










share|improve this question



















  • 1





    ggplot() needs a data.frame for plotting. I don't know lmer() but I would be surprised if it generates a data frame. The package broom supports a number of regression models and turns the results into tidy data.frames.

    – JBGruber
    Mar 24 at 10:27











  • there are some plot methods, but use lattice : library(lattice) ; dotplot(ranef(fit, condVar=TRUE)) ; dotplot(coef(fit)). Shouldn't be difficult to grab the relevant data If you really need this in ggplot.

    – user20650
    Mar 24 at 11:20












  • bbolker.github.io/mixedmodels-misc/… gives some plots as well

    – user20650
    Mar 24 at 12:01













1












1








1








I ran a regression that looks as follows:



fit <- lmer(support ~ 1 + (1 | country), data = df, REML = F)


I want to plot the varying intercepts for the different countries. I tried with the following code:



p1 <- ggplot(fit, aes(support, colour=country)) + geom_line()


Unfortunately, it does not work. Does anyone have an idea what to do?










share|improve this question
















I ran a regression that looks as follows:



fit <- lmer(support ~ 1 + (1 | country), data = df, REML = F)


I want to plot the varying intercepts for the different countries. I tried with the following code:



p1 <- ggplot(fit, aes(support, colour=country)) + geom_line()


Unfortunately, it does not work. Does anyone have an idea what to do?







r ggplot2 regression lme4






share|improve this question















share|improve this question













share|improve this question




share|improve this question








edited Mar 24 at 11:23









user20650

17.6k43771




17.6k43771










asked Mar 24 at 8:22









Sean BurgessSean Burgess

124




124







  • 1





    ggplot() needs a data.frame for plotting. I don't know lmer() but I would be surprised if it generates a data frame. The package broom supports a number of regression models and turns the results into tidy data.frames.

    – JBGruber
    Mar 24 at 10:27











  • there are some plot methods, but use lattice : library(lattice) ; dotplot(ranef(fit, condVar=TRUE)) ; dotplot(coef(fit)). Shouldn't be difficult to grab the relevant data If you really need this in ggplot.

    – user20650
    Mar 24 at 11:20












  • bbolker.github.io/mixedmodels-misc/… gives some plots as well

    – user20650
    Mar 24 at 12:01












  • 1





    ggplot() needs a data.frame for plotting. I don't know lmer() but I would be surprised if it generates a data frame. The package broom supports a number of regression models and turns the results into tidy data.frames.

    – JBGruber
    Mar 24 at 10:27











  • there are some plot methods, but use lattice : library(lattice) ; dotplot(ranef(fit, condVar=TRUE)) ; dotplot(coef(fit)). Shouldn't be difficult to grab the relevant data If you really need this in ggplot.

    – user20650
    Mar 24 at 11:20












  • bbolker.github.io/mixedmodels-misc/… gives some plots as well

    – user20650
    Mar 24 at 12:01







1




1





ggplot() needs a data.frame for plotting. I don't know lmer() but I would be surprised if it generates a data frame. The package broom supports a number of regression models and turns the results into tidy data.frames.

– JBGruber
Mar 24 at 10:27





ggplot() needs a data.frame for plotting. I don't know lmer() but I would be surprised if it generates a data frame. The package broom supports a number of regression models and turns the results into tidy data.frames.

– JBGruber
Mar 24 at 10:27













there are some plot methods, but use lattice : library(lattice) ; dotplot(ranef(fit, condVar=TRUE)) ; dotplot(coef(fit)). Shouldn't be difficult to grab the relevant data If you really need this in ggplot.

– user20650
Mar 24 at 11:20






there are some plot methods, but use lattice : library(lattice) ; dotplot(ranef(fit, condVar=TRUE)) ; dotplot(coef(fit)). Shouldn't be difficult to grab the relevant data If you really need this in ggplot.

– user20650
Mar 24 at 11:20














bbolker.github.io/mixedmodels-misc/… gives some plots as well

– user20650
Mar 24 at 12:01





bbolker.github.io/mixedmodels-misc/… gives some plots as well

– user20650
Mar 24 at 12:01












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