Is there a way to predict Missing values with Community structure in networks?
I have a data set with a couple dozen variables, such as age, level of education, self-assessed (via a Likert scale) measures of technical ability, experience, willingness to share personal information, etc etc. Naturally, this data exhibit missing values.
Q1. What is the influence of those missing values on the network?
Q2. On the other way, Is there a way to predict the missing values using the constructed network?