Predictive Crime Analysis using R (Paperback) (ISBN-13: 9780359431595)

Predictive Crime Analysis using R is Dr. Strickland's second crime analysis book. In this volume, rather than using data to describe crime history, he uses it to predict crime using pattern created with advanced clustering methods, crime series linkage, and text analysis. Coverage includes prediction of conventional crime and terrorist attacks. The open-source software R is introduced and used in developing crime data, including Geo-spatial data, and constructing predictive models and performing post analysis. Using actual crime data from cities like Atlanta, Dr. Strickland also shows how to simulate additional data from actual data. Simulated data can then be used in cities with insufficient actual data, but with similar demographics and human behavior.

Author: Jeffrey Strickland
ISBN-10: 0359431593
ISBN-13: 9780359431595
Publisher: Lulu.com
Language: English
Published: 02/14/2019
Pages: 344
Format: Paperback
Weight: 1.41lbs
Size: 9.00h x 6.00w x 0.89d