A stratified generalized additive model and permutation test for temporal heterogeneity of smoothed bivariate spatial effects
暂无分享,去创建一个
Daniel L Gillen | Scott M Bartell | Yannan Tang | Veronica M Vieira | S. Bartell | D. Gillen | V. Vieira | Yannan Tang
[1] Henning Omre,et al. The Bayesian bridge between simple and universal kriging , 1989 .
[2] Jean Duchon,et al. Splines minimizing rotation-invariant semi-norms in Sobolev spaces , 1976, Constructive Theory of Functions of Several Variables.
[3] Daniel L. Gillen,et al. Mapping Smoothed Spatial Effect Estimates from Individual-Level Data: MapGAM , 2020, R J..
[4] S. Wood,et al. Smoothing Parameter and Model Selection for General Smooth Models , 2015, 1511.03864.
[5] W. Cleveland. Robust Locally Weighted Regression and Smoothing Scatterplots , 1979 .
[6] H. Omre. Bayesian kriging—Merging observations and qualified guesses in kriging , 1987 .
[7] P. Diggle,et al. Bayesian Inference in Gaussian Model-based Geostatistics , 2002 .
[8] S. Wood. Thin plate regression splines , 2003 .
[9] N. Cressie. The origins of kriging , 1990 .
[10] Yang Liu,et al. Maternal exposure to traffic-related air pollution and birth defects in Massachusetts. , 2016, Environmental research.
[11] M. Stein,et al. A Bayesian analysis of kriging , 1993 .
[12] Andrew O. Finley,et al. spBayes for Large Univariate and Multivariate Point-Referenced Spatio-Temporal Data Models , 2013, 1310.8192.
[13] Thomas Webster,et al. Method for mapping population-based case-control studies: an application using generalized additive models , 2006, International journal of health geographics.
[14] A. Stewart Fotheringham,et al. Geographically Weighted Regression: A Method for Exploring Spatial Nonstationarity , 2010 .
[15] Al Ozonoff,et al. Generalized additive models and inflated type I error rates of smoother significance tests , 2011, Comput. Stat. Data Anal..
[16] Bradley P Carlin,et al. spBayes: An R Package for Univariate and Multivariate Hierarchical Point-referenced Spatial Models. , 2007, Journal of statistical software.
[17] S. Wood. Stable and Efficient Multiple Smoothing Parameter Estimation for Generalized Additive Models , 2004 .
[18] Sudipto Banerjee,et al. Bayesian Modeling and Analysis of Geostatistical Data. , 2017, Annual review of statistics and its application.
[19] S. Wood. Fast stable restricted maximum likelihood and marginal likelihood estimation of semiparametric generalized linear models , 2011 .