To Impute or Not to Impute?

• Tác giả: Hai-Anh H Dang
• Ngôn ngữ: eng
• Ký hiệu phân loại: 121.5 Doubt and denial
• Thông tin xuất bản: World Bank, Washington, DC, 2018
• Bộ sưu tập: Tài liệu truy cập mở
• ID: 290880
• Chủ đề: 1. HOUSEHOLD CONSUMPTION; 2. IMPUTATION METHOD; 3. POVERTY ESTIMATE; 4. SYNTHETIC PANELS; 5. WEALTH INDEX

Tóm tắt

There is an increasingly stronger demand for more frequent and accurate poverty estimates, despite the oftentimes unavailable household consumption data. This paper offers a review of alternative imputation methods that have been employed to provide poverty estimates in such contexts. These range from estimates on a nonmonetary basis, estimates for specific project targeting or tracking trends at the national level, to estimates at a more disaggregated level, as well as estimates of poverty dynamics. The paper provides a concise and accessible synthesis, which serves as an introduction to the literature. The focus is on intuition and practical insights that highlight the nuanced differences between the existing methods rather than technical aspects.