Yaroslav Kostenko
Biographic Data
| ID | 8995715 |
|---|---|
| NAME | Yaroslav Kostenko |
| GIVEN NAMES | Yaroslav |
| FAMILY NAME | Kostenko |
| SIGNATURE | KOSTENKO Y |
| ORCID | 0009-0001-7878-5034 |
| VERIFIED | Yes |
| TOTAL WORKS | 1 |
| TOTAL CITATIONS | 0 |
| WORKS AS AUTHOR | 1 |
| WORKS AS EDITOR | 0 |
| FIRST PUBLICATION YEAR | 2024 |
| LATEST PUBLICATION YEAR | 2024 |
| H-INDEX | 0 |
Using Paradata for Imputation of Missing Values in Sociological Survey Data
Missing values are a common issue in quantitative social researches. One of the ways to handle missing data is by data imputation. This article outlines the challenges of traditional data imputation methods, which often introduce biases, and presents an advanced approach that features integration of paradata—auxiliary information collected during surveys—into the imputation process, using the European Social Survey (ESS) as its dataset. It is pro…
No prominent works on this page.
Using Paradata for Imputation of Missing Values in Sociological Survey Data
Missing values are a common issue in quantitative social researches. One of the ways to handle missing data is by data imputation. This article outlines the challenges of traditional data imputation methods, which often introduce biases, and presents an advanced approach that features integration of paradata—auxiliary information collected during surveys—into the imputation process, using the European Social Survey (ESS) as its dataset. It is pro…
Econometrics (1 work) · Mathematics (1 work) · Missing data (1 work) · Sociology (1 work) · Spatial and Panel Data Analysis (1 work) · Statistical Methods and Inference (1 work) · Statistics (1 work) · Survey Methodology and Nonresponse (1 work)