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Predictive Crime Analysis using R

Om Predictive Crime Analysis using R

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.

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  • Språk:
  • Engelska
  • ISBN:
  • 9780359431595
  • Format:
  • Häftad
  • Sidor:
  • 346
  • Utgiven:
  • 14. februari 2019
  • Mått:
  • 229x152x23 mm.
  • Vikt:
  • 640 g.
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Leveranstid: 2-4 veckor
Förväntad leverans: 17. december 2024

Beskrivning av Predictive Crime Analysis using R

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.

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