convergence.plot: Convergence Plot of mi Object
In mi: Missing Data Imputation and Model Checking

Description Usage Arguments Details Author(s) References Examples

Function to plot trace of mi iterative samples.

1 2	convergence.plot ( mi.object, ... ) conv.plot ( mi.object, ... )

mi.object

mi object generated from mi function

...

Other options for traceplot function.

Convergence plot plots the convergence of the means and the standard deviations of each variable for the different imputations.

Masanao Yajima yajima@stat.columbia.edu, M. Grazia Pittau grazia@stat.columbia.edu, Andrew Gelman gelman@stat.columbia.edu

Yu-Sung Su, Andrew Gelman, Jennifer Hill, Masanao Yajima. (2011). “Multiple Imputation with Diagnostics (mi) in R: Opening Windows into the Black Box”. Journal of Statistical Software 45(2).

# NOT RUN
#========================================================
#  data(CHAIN)
#  CHAIN <- mi.preprocess(CHAIN)
#  imp.CHAIN <- mi(CHAIN, n.iter=6, add.noise=noise.control(post.run.iter=0))
#  convergence.plot(imp.CHAIN,mfrow=c(2,4))
#========================================================