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http://krishi.icar.gov.in/jspui/handle/123456789/47380| Title: | Small area estimation from a spatial model using data from two surveys |
| Other Titles: | Not Available |
| Authors: | Sadikul Islam Hukum Chandra Kaustav Aditya Shashi Bhushan Lal |
| 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: | 2018-01-01 |
| Project Code: | Not Available |
| Keywords: | Integration of survey data data integration small area estimation |
| Publisher: | Not Available |
| Citation: | Sadikul Islam, Hukum Chandra, Kaustav Aditya and Shashi Bhushan Lal (2018). Small Area Estimation Under A Spatial Model Using Data From Two Surveys International journal of agricultural and Statistical Sciences, 14(1), 231-37. |
| Abstract/Description: | : In this paper, we describe small area estimation (SAE) under a spatial dependent random effects model by combining data from two independent surveys. The spatial dependence is introduced using simultaneous autoregressive (SAR) structure in the random area effects part of the model. We use data from two independent surveys. The first survey, small in sample size, collects both variable of interest as well as auxiliary variables and the second survey, relatively larger in sample size, has some auxiliary variables common to the first survey. Our empirical results, based on simulation studies, show that proposed SAE method using the data from two surveys is efficient as compared to the one based on data from single survey. Use of spatial information further enhances the efficiency of the proposed estimator |
| Description: | Not Available |
| Type(s) of content: | Research Paper |
| Language: | English |
| Name of Journal: | International journal of agricultural and Statistical Sciences |
| NAAS Rating: | 4.92 4.92 |
| Volume No.: | 14 |
| Page Number: | 231-237 |
| Name of the Division/Regional Station: | Not Available |
| URI: | http://krishi.icar.gov.in/jspui/handle/123456789/47380 |
| Appears in Collections: | AEdu-IASRI-Publication |
Files in This Item:
| File | Description | Size | Format | |
|---|---|---|---|---|
| 231-237__1647_.pdf | 198.96 kB | Adobe PDF | View/Open |
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