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Showing 1 to 2 of 2 for “"spatial confounding"”.

  1. Accounting for spatial confounding in large scale epidemiological studies

    … of environmental risk factors often include spatially-varying exposures and outcomes. Unmeasured, spatially-varying factors can lead to confounding bias in estimates of associations. In this dissertation, I present a comparison of existing and new methods that use thin plate regression …

    colostate Repository record for Accounting for spatial confounding in large scale epidemiological studies (opens in a new tab)

  2. Bayesian analysis of spatial and survival models with applications of computation techniques

    … (CAR) prior is used for the model to capture spatial effects. Markov chain Monte Carlo (MCMC) methods are used in the sampling. The Ancillary-Sufficient Interweaving Strategy (ASIS) is applied to improve the performance for some parameters. The convergence of some of the parameters improved …

    missouri Repository record for Bayesian analysis of spatial and survival models with applications of computation techniques (opens in a new tab)