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Doubly robust inference when combining probability and non-probability samples with high dimensional data
We consider integrating a non-probability sample with a probability sample which provides high dimensional representative covariate information of the target population. We propose a two-step approach for variable selection and finite population inference. In the first step, we use penalized estimat...
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| Publicat a: | J R Stat Soc Series B Stat Methodol |
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| Autors principals: | , , |
| Format: | Artigo |
| Idioma: | Inglês |
| Publicat: |
2020
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| Matèries: | |
| Accés en línia: | https://ncbi.nlm.nih.gov/pmc/articles/PMC7644042/ https://ncbi.nlm.nih.gov/pubmed/33162780 https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1111/rssb.12354 |
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