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Spatial regression modelsSpatial regression models

Spatial regression models

Michael D. Ward, Michael Don Ward, Kristian Skrede Gleditsch

About this book

"Spatial Regression Models illustrates the use of spatial analysis in the social sciences. The text includes sections that cover different modeling-related topics: mapping and making projections; doing exploratory spatial data analysis; working with models which have lagged endogenous right-handed side variables; using spatial error correction models; employing conditionally autoregressive models; and dealing with over-time panels exhibiting spatial structures. Each of the modeling-based discussions includes separate delineations of how to proceed when dealing with main variables that are quantitative as well as qualitative. In each section, the authors employ prominent and diverse examples, introducing readers to key literature in the field. The examples are presented along with relevant data and programs written in the R, which illustrate exactly how to undertake the analyses described. The book ends with a chapter that covers techniques for presenting spatial information."--Pub. desc.

Details

OL Work ID
OL5902081W

Subjects

Regression analysisSpatial analysis (Statistics)Research methods: generalSocial ScienceSociologyProbability & Statistics - GeneralResearchSocial Science / Research

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Book data from Open Library. Cover images courtesy of Open Library.