關鍵字查詢 | 類別:期刊論文 | | 關鍵字:Residual Diagnostics for Covariate Effects in Spatial Point Process Models

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1 102/1 統計系 張雅梅 副教授 期刊論文 發佈 Residual Diagnostics for Covariate Effects in Spatial Point Process Models , [102-1] :Residual Diagnostics for Covariate Effects in Spatial Point Process Models期刊論文Residual Diagnostics for Covariate Effects in Spatial Point Process ModelsBaddeley, Adrian; Chang, Ya-Mei; Song, Yong; Turner, Rolf淡江大學統計學系Added variable plot;Component-plus-residual plot;Generalized linear models;Partial residual plot;Point process residuals;Spatial covariatesPhiladelphia: Taylor & Francis Inc.Journal of Computational and Graphical Statistics 22(4), pp.886-905For a spatial point process model in which the intensity depends on spatial covariates, we develop graphical diagnostics for validating the covariate effect term in the model, and for assessing whether another covariate should be added to the model. The diagnostics are point-process counterparts of the well-known partial residual plots (component-plus-residual plots) and added variable plots for generalized linear models. The new diagnostics can be derived as limits of these classical techniques under increasingly fine discretizatio
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