A Review of Spatial Causal Inference Methods for Environmental and Epidemiological Applications
نویسندگان
چکیده
منابع مشابه
Models and Methods for Spatial Data: Applications in Epidemiological, Environmental and Ecological Studies
This thesis develops new methodologies for applied problems using smoothing techniques for spatial or spatial temporal data. We investigate Bayesian ranking methods for identifying high risk areas in disease mapping, assessing these particularly with regard their performance in isolating emerging unusual and extreme risks in small areas. We build on information obtained through mapping multivar...
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In this report, I first review the evolution of ideas of causation as it relates to causal inference. Then I introduce two currently competing perspectives on this issue: the counterfactual perspective and the noncounterfactual perspective. The ideas of two statisticians, Donald B. Rubin, representing the counterfactual perspective, and A.P.Dawid, representing the noncounterfactual perspective ...
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........................................................................................................................................ III ABBREVIATIONS ............................................................................................................................. VI LIST OF FIGURES.....................................................................................................
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ژورنال
عنوان ژورنال: International Statistical Review
سال: 2021
ISSN: 0306-7734,1751-5823
DOI: 10.1111/insr.12452