unavailable household consumption data. We offer a review of alternative imputation methods that have been employed to provide …

imputation in data-scarce environments, update recent review papers, and point to the latest research on the topics. We briefly … review two common uses of poverty imputation methods that aim at tracking poverty over time and estimating poverty dynamics …. We also discuss new areas for imputation. …

imputation to address existing data challenges. Given some resistance to utilizing new methods for filling data gaps, efforts … aiming at changing the current perception and employing a mix of new data collection and data imputation can be useful. We …

the performance of a recently developed cross-survey imputation method to estimate poverty for a sample of refugees in … robust to different imputation methods, including the normal linear regression method, the empirical distribution of the … proposed imputation methods. We also find that we can reasonably impute poverty rates using an older household income survey …