Spatial Microsimulation with R (Chapman & Hall/CRC The R Series)

Book Title: Spatial Microsimulation with R
Author: Robin Lovelace
Brand: CRC Press
Edition: 1
Binding: Paperback
Number of Pages: 260
Release Date: 21-03-2016
EAN: 9781498711548
Package Dimensions: 8.8 x 6.0 x 0.6 inches
Languages: English

Description:
Spatial Microsimulation with R is the first practical guide to implementing spatial microsimulation using the R programming language. It focuses on generating, analyzing, and modeling individual-level data allocated to geographical zones. The book provides a step-by-step approach, starting with the principles of population synthesis and progressing to complex topics like household allocation and agent-based modeling.

The book demonstrates methods for population synthesis using individual and geographically aggregated datasets with R packages ipfp and mipfp. This technique balances spatial resolution and individual-level detail, addressing issues related to data confidentiality and reproducibility.

With numerous reproducible examples using code and data, this book is perfect for students and applied researchers in health, economics, transport, geography, and other fields that require individual-level data allocated to small geographic zones. By equipping readers with the tools to model spatially varying phenomena, the book enhances the ability to analyze complex systems and support evidence-based policy decisions.