sim.ss: sim.ss

In vahidnassiri/imi: Implemenets Iterative Multiple Imputation

Description

This dataset is a list contains the simulation results from the paper 'Iterative multiple imputation: a framework to determine the number of imputed datasets' for the scenario where σ^2=1 and ρ=0.2. It contains the averaged distance between two steps (over 100 replications) for M=500. Also the selected final M for different ε's and k_0's.

Usage

data("sim.ss")

Format

The format is: List of 3 lists: the first list contains the averaged simulation results over 100 replications for parameter estimates, the second list contains the same but for the p-values of one sample and paired t-test, and the third list contains the final selected M for eahc scenario.

Details

One can use the function imi.make.plots to generate similar plots as in the paper (see Figure 1 and Figure 2).

Examples

data(sim.ss)
imi.make.plots(sim.ss)

vahidnassiri/imi documentation built on June 25, 2019, 5:50 a.m.