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  • Produktbild: A Beginner’s Guide to Statistics for Criminology and Criminal Justice Using R
  • Produktbild: 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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Beschreibung

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...

Beschreibung

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).

Produktdetails

Einband

Taschenbuch

Erscheinungsdatum

05.06.2022

Abbildungen

XIV, 330 p. 403 illus., 373 illus. in color.

Verlag Springer

Produktdetails

Einband

Taschenbuch

Erscheinungsdatum

05.06.2022

Abbildungen

XIV, 330 p. 403 illus., 373 illus. in color.

Verlag Springer
Seitenzahl

330

Maße (L/B/H)

25,4/17,8/1,9 cm

Gewicht

655 g

Auflage

1st ed. 2021

Sprache

Englisch

ISBN

978-3-030-50627-8

Herstelleradresse

Springer-Verlag KG
Sachsenplatz 4-6
1201 Wien
AT

Email: ProductSafety@springernature.com

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  • Produktbild: A Beginner’s Guide to Statistics for Criminology and Criminal Justice Using R
  • Produktbild: A Beginner’s Guide to Statistics for Criminology and Criminal Justice Using R
  • 1. Getting started.- 2. Managing your data.- 3. Data visualization.- 4. Spatiotemporal data visualization and basic crime analysis.- 5. Descriptive statistics: measures of central tendency.- 6. Descriptive statistics: measures of dispersion.- 7. Statistical inference in criminal justice research.- 8. Defining the observed significance level of a test.- 9. Hypothesis testing using the binomial distribution.- 10. Chi-square: a test commonly used for nominal-level measures.- 11. The normal distribution and its application to tests of statistical significance.- 12. Comparing means in two samples.- 13. Analysis of variance.- 14. Measures of association for nominal and ordinal variables.- 15. Measuring association for interval data.- 16. Introduction to regression analysis.