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http://krishi.icar.gov.in/jspui/handle/123456789/45378| Title: | Spatial Bootstrap Variance Estimation Method for Missing Survey Data. |
| Other Titles: | Not Available |
| Authors: | A. Biswas A. Rai T. Ahmad |
| ICAR Data Use Licennce: | http://krishi.icar.gov.in/PDF/ICAR_Data_Use_Licence.pdf |
| Author's Affiliated institute: | ICAR::Indian Agricultural Statistics Research Institute |
| Published/ Complete Date: | 2020-01-01 |
| Project Code: | Not Available |
| Keywords: | Spatial estimator Rescaled spatial bootstrap Spatial imputation Inverse distance weighting Ordinary kriging Spatial simulation |
| Publisher: | Not Available |
| Citation: | Not Available |
| Series/Report no.: | Not Available; |
| Abstract/Description: | In this study, an attempt was made to develop bootstrap variance estimation procedure for Spatial Estimator (SE) of finite population mean in presence of missing observations under Simple Random Sampling Without Replacement. The Proportional Spatial Bootstrap (PSB) method has been proposed considering spatial relationship between sampling units. Under this technique, different spatial imputation techniques based on the spatial dependency of data were used to impute missing observations in the observed sample. The statistical properties of the proposed PSB techniques were studied empirically through a simulation study. The simulation results reveal that using appropriate spatial data-dependent imputation techniques, the proposed PSB technique performed better than its existing techniques available in the literature. |
| Description: | Not Available |
| ISSN: | Not Available |
| Type(s) of content: | Research Paper |
| Sponsors: | Not Available |
| Language: | English |
| Name of Journal: | Journal of Indian Society of Agricultural Statistics |
| NAAS Rating: | 5.51 |
| Volume No.: | 74(3) |
| Page Number: | 227-236 |
| Name of the Division/Regional Station: | Division of Sample Surveys |
| Source, DOI or any other URL: | Not Available |
| URI: | http://krishi.icar.gov.in/jspui/handle/123456789/45378 |
| Appears in Collections: | AEdu-IASRI-Publication |
Files in This Item:
| File | Description | Size | Format | |
|---|---|---|---|---|
| 2. spatial bootstrap.pdf | 561.54 kB | Adobe PDF | View/Open |
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