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Books > Earth & environment > Earth sciences > Geology & the lithosphere
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Spatial Microsimulation with R (Paperback)
Loot Price: R2,874
Discovery Miles 28 740
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Spatial Microsimulation with R (Paperback)
Series: Chapman & Hall/CRC The R Series
Expected to ship within 12 - 19 working days
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Generate and Analyze Multi-Level Data Spatial microsimulation
involves the generation, analysis, and modeling of individual-level
data allocated to geographical zones. Spatial Microsimulation with
R is the first practical book to illustrate this approach in a
modern statistical programming language. Get Insight into Complex
BehaviorsThe book progresses from the principles underlying
population synthesis toward more complex issues such as household
allocation and using the results of spatial microsimulation for
agent-based modeling. This equips you with the skills needed to
apply the techniques to real-world situations. The book
demonstrates methods for population synthesis by combining
individual and geographically aggregated datasets using the recent
R packages ipfp and mipfp. This approach represents the "best of
both worlds" in terms of spatial resolution and person-level
detail, overcoming issues of data confidentiality and
reproducibility. Implement the Methods on Your Own DataFull of
reproducible examples using code and data, the book is suitable for
students and applied researchers in health, economics, transport,
geography, and other fields that require individual-level data
allocated to small geographic zones. By explaining how to use tools
for modeling phenomena that vary over space, the book enhances your
knowledge of complex systems and empowers you to provide
evidence-based policy guidance.
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