Dealing with imputation of left censored multivariate normal distribution

Yes, correct. And my goal to impute (or generate, or sample) each of these values which follow a conditional distribution

p(x_i | a_i, b_i)

where i is an index of sample’s row. But in order to apply conditional distribution for MVN I have to know variance-covariance matrix, but I don’t.