Discover a new way to find and share stories you'll love… Learn about Reading Desk

Post Profile



Single or multiple imputation?

Vishnu Ganglani writes: It appears that multiple imputation appears to be the best way to impute missing data because of the more accurate quantification of variance. However, when imputing missing data for income values in national household surveys, would you...
read more

share

Cross-validation to check missing-data imputation

Academics / Mathematics : Statistical Modeling, Causal Inference, and Social Science (2 years ago)

Aureliano Crameri writes: I have questions regarding one technique you and your colleagues described in your papers: the cross validation (Multiple Imputation with Diagnostics (mi) in R: Opening Windows into the Black Box, with refe... Read Post

New book by Stef van Buuren on missing-data imputation looks really good!

Academics / Mathematics : Statistical Modeling, Causal Inference, and Social Science (last year)

Ben points us to a new book, Flexible Imputation of Missing Data. It’s excellent and I highly recommend it. Definitely worth the $89.95. Van Buuren’s book is great even if you don’t end up using the algorithm described in the book (... Read Post

Hypothesis testing with multiple imputations

Academics / Mathematics : Statistical Modeling, Causal Inference, and Social Science (3 years ago)

Vincent Yip writes: I have read your paper [with Kobi Abayomi and Marc Levy] regarding multiple imputation application. In order to diagnostic my imputed data, I used Kolmogorov-Smirnov (K-S) tests to compare the distribution differ... Read Post


Copyright © 2011 Regator, LLC