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A Beginner’s Guide to Statistics for Criminology and Criminal Justice Using R

A Beginner’s Guide to Statistics for Criminology and Criminal Justice Using R

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This book provides hands-on guidance for researchers and practitioners in criminal justice and criminology to perform statistical analyses and data visualization in the free and open-source software R. It offers a step-by-step guide for beginners to become familiar with the RStudio platform and tidyverse set of packages.

This volume will help users master the fundamentals of the R programming language, providing tutorials in each chapter that lay out research questions and hypotheses centering around a real criminal justice dataset, such as data from the National Survey on Drug Use and Health, National Crime Victimization Survey, Youth Risk Behavior Surveillance System, The Monitoring the Future Study, and The National Youth Survey. Users will also learn how to manipulate common sources of agency data, such as calls-for-service (CFS) data. The end of each chapter includes exercises that reinforce the R tutorial examples, designed to help master the software as well as to provide practice on statistical concepts, data analysis, and interpretation of results.

The text can be used as a stand-alone guide to learning R or it can be used as a companion guide to an introductory statistics textbook, such as Basic Statistics in Criminal Justice (2020).

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This book provides hands-on guidance for researchers and practitioners in criminal justice and criminology to perform statistical analyses and data visualization in the free and open-source software R. It offers a step-by-step guide for beginners to become familiar with the RStudio platform and tidyverse set of packages.

This volume will help users master the fundamentals of the R programming language, providing tutorials in each chapter that lay out research questions and hypotheses centering around a real criminal justice dataset, such as data from the National Survey on Drug Use and Health, National Crime Victimization Survey, Youth Risk Behavior Surveillance System, The Monitoring the Future Study, and The National Youth Survey. Users will also learn how to manipulate common sources of agency data, such as calls-for-service (CFS) data. The end of each chapter includes exercises that reinforce the R tutorial examples, designed to help master the software as well as to provide practice on statistical concepts, data analysis, and interpretation of results.

The text can be used as a stand-alone guide to learning R or it can be used as a companion guide to an introductory statistics textbook, such as Basic Statistics in Criminal Justice (2020).

Produktdetaljer
Sprog: Engelsk
Sider: 330
ISBN-13: 9783030506278
Indbinding: Paperback
Udgave:
ISBN-10: 3030506274
Udg. Dato: 5 jun 2022
Længde: 27mm
Bredde: 252mm
Højde: 177mm
Forlag: Springer Nature Switzerland AG
Oplagsdato: 5 jun 2022
Forfatter(e) Alese Wooditch, Reka Solymosi, Juanjo Medina Ariza, Nicole J. Johnson, Samuel Langton


Kategori Kriminalitet og kriminologi


ISBN-13 9783030506278


Sprog Engelsk


Indbinding Paperback


Sider 330


Udgave


Længde 27mm


Bredde 252mm


Højde 177mm


Udg. Dato 5 jun 2022


Oplagsdato 5 jun 2022


Forlag Springer Nature Switzerland AG

Kategori sammenhænge