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Geostatistical analysis of disease data: a case study of tuberculosis incidence in Iran
Authors:S. Reza H. Shojaei  Yadollah Waghei  Mohsen Mohammadzadeh
Affiliation:1. Department of Statistics, University of Birjand, Birjand, Iran;2. Department of Statistics, Tarbiat Modares University, Tehran, Iran
Abstract:The main objective of this study is to introduce two advanced statistical methods and to consider geographical distribution of tuberculosis incidence in Iran. With the knowledge that environmental and climatic conditions in each region are affective for the incidence and spread of the disease, the study has been taken into consideration. The disease incidences in different counties are realizations of spatial data, therefore we apply the Poisson kriging and ordinary kriging for prediction of tuberculosis incidence rates map in Iran. To identify high risk areas using statistical map of disease, our results show that tuberculosis incidences are not uniformly distributed in whole of the country and estimated risk is high in the eastern parts. Assessing geographical distribution of a disease is essential for health officials to recognize high-risk areas, and improve case management and resource allocation.
Keywords:Disease mapping  ordinary kriging  Poisson kriging  prediction  tuberculosis
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