Download the Mplus Plots User Interface app. (Last updated: 2024-05-07)

Mplus plots	R functions	Mplus Plots User Interface
Histograms, density plots, QQ plots
Histograms	mplus.plot.histogram	Selection of variable, type of values (if applicable), number of bins
sample values
estimated factor scores
outliers
estimated values, residuals
Density plots	mplus.plot.densityplot	Selection of variable, type of values (if applicable), number of bins
sample values
estimated factor scores
outliers
estimated values, residuals
QQ plots	mplus.plot.qqplot	Selection of variable, type of values (if applicable), number of bins
sample values
estimated factor scores
outliers
estimated values, residuals
Scatterplots
Scatterplots	mplus.plot.scatterplot	Selection of variables and type of values (if applicable)
sample values
estimated factor scores
outliers
estimated values, residuals
Two-level plots
Between-level histograms	mplus.plot.histogram	Selection of variable and number of bins
sample values
sample/estimated means/variances
estimated factor scores
Between-level density plots	mplus.plot.densityplot	Selection of variable and number of bins
sample values
sample/estimated means/variances
estimated factor scores
Between-level QQ plots	mplus.plot.qqplot	Selection of variables
sample values
sample/estimated means/variances
estimated factor scores
Between-level Scatterplots
Between-level scatterplots	mplus.plot.scatterplot	Selection of variables
sample values
sample/estimated means/variances
estimated factor scores
Two-level cluster-specific observed and estimated values plots
Time series plots
Time series plots
sample values	mplus.plot.timeseries.observed	Selection for values or means over subjects, variable, subject
ACF
PACF
estimated factor scores
Histogram of subjects per time point	mplus.plot.histogram.timepoints	No selection input
Time interval plots	mplus.plot.time.intervals	Selection for subject
Means and probabilities
Sample means	mplus.plot.sample_means	Selection of series, group
Estimated means	(several)	Selection of series, group
means	mplus.plot.estimated_means	Selection of series, group
medians	mplus.plot.estimated_medians	Selection of series, group
modes	mplus.plot.estimated_modes	Selection of series, group
percentiles	mplus.plot.estimated_medians_with_percentiles	Selection of series, group
Sample and estimated means	mplus.plot.sample_and_estimated_means	Selection of series, group
Adjusted estimated means	mplus.plot.adjusted_estimated_means	Selection of series and covariate values
Dropout means	mplus.plot.dropout_means	Selection of series
Sample proportions, estimated and conditional estimated probabilities	(several)	(several)
sample proportions	mplus.plot.sample_proportions	Selection of variable or series
estimated probabilities	mplus.plot.estimated_probabilities	Selection of variable or series
conditional estimated probabilities
sample proportions and estimated probabilities	mplus.plot.sample_proportions_and_estimated_probabilities	Selection of variable or series
Survival curves
Kaplan-Meier	mplus.plot.survival.kaplanmeier	Selection of variable and class
Estimated baseline	mplus.plot.survival.baseline	Selection of variable and class, single vs. sequentally connected
Sample logcumulative	mplus.plot.survival.sample.logcumulative	Selection of variable and class
Estimated logcumulative	mplus.plot.survival.estimated.logcumulative	Selection of variable and class, single vs. sequentally connected
Basehazard	mplus.plot.survival.basehazard	Selection of variable and class
Kaplan-Meier vs Estimated baseline	mplus.plot.survival.kaplanmeier.vs.baseline	Selection of variable and class
Sample vs Estimated logcumulative	mplus.plot.survival.sample.vs.estimated.logcumulative	Selection of variable and class
Discrete survival curves
Baseline	mplus.plot.survival.baseline	Selection of variable and class
Kaplan-Meier	mplus.plot.survival.kaplanmeier	Selection of variable and class
Kaplan-Meier vs Baseline	mplus.plot.survival.kaplanmeier.vs.baseline	Selection of variable and class
IRT plots
Item characteristic curves	mplus.plot.irt.icc	Selection of items, group, categories
Information curves	(several)
Item information curves	mplus.plot.irt.iic	Selection of items and group
Total information curves	mplus.plot.irt.tic	Selection of items and group
Bayesian plots
Bayesian posterior parameter distributions	mplus.plot.bayesian.distribution	Selection of parameter and number of bins
kernel density
Bayesian posterior parameter trace plots	mplus.plot.bayesian.traceplot	Selection of parameter
Bayesian autocorrelation plots	mplus.plot.bayesian.autocorrelation	Selection of parameter and chain number
Bayesian prior parameter distributions	mplus.plot.bayesian.prior.distribution	Selection of parameter and number of bins
kernel density
Bayesian posterior predictive checking scatterplots	mplus.plot.bayesian.predictive.scatterplot	Selection of information
Bayesian posterior predictive checking distribution plots	mplus.plot.bayesian.predictive.distribution	Selection of information and number of bins
Other plots
Eigenvalues for exploratory factor analysis	mplus.plot.eigenvalues	No selection input
Autoregressive curves	mplus.plot.autoregressive.curve	Selection of parameter
Loop plots	mplus.plot.loop	Selection of parameter
Moderation plots	mplus.plot.moderation	Selection of parameter
Sensitivity plots	mplus.plot.sensitivity	Selection of parameter
Measurement parameter plots	mplus.plot.measurement.parameter	Selection of plot type (invariance or histogram), parameter, bins
Bootstrap distributions	mplus.plot.bootstrap.distribution	Selection of parameter and number of bins
Conditional expectation plots
Latent variable distribution plots	mplus.plot.bayesian.plausible.distribution
Individidual plots
Observed individual values	mplus.plot.individual.values	Selection of process, plot type (data or fitted curves), number of curves, starting observation index
Estimated individual values	mplus.plot.individual.values	Selection of process, number of curves, starting observation index
Estimated individual probability values
Estimated means and observed individual values	mplus.plot.individual.values	Selection of process, plot type (data or fitted curves) and class
Estimated means and estimated individual values	mplus.plot.individual.values	Selection of process and class
Adjusted estimated means and observed individual values	mplus.plot.individual.values	Selection of process, plot type (data or fitted curves), class, and covariate values
Adjusted estimated means and estimated individual values	mplus.plot.individual.values	Selection of process, class, and covariate values
Estimated overall and class-specific distribution
Estimated distributions
Estimated probabilities for a categorical latent variable as a function of its covariates