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Exact sampling of the unobserved covariates in Bayesian spline models for measurement error problems
In truncated polynomial spline or B-spline models where the covariates are measured with error, a fully Bayesian approach to model fitting requires the covariates and model parameters to be sampled at every Markov chain Monte Carlo iteration. Sampling the unobserved covariates poses a major computat...
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| 發表在: | Stat Comput |
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| Main Authors: | , |
| 格式: | Artigo |
| 語言: | Inglês |
| 出版: |
2015
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| 主題: | |
| 在線閱讀: | https://ncbi.nlm.nih.gov/pmc/articles/PMC4941830/ https://ncbi.nlm.nih.gov/pubmed/27418743 https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1007/s11222-015-9572-7 |
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