Advanced Statistics in Criminology and Criminal Justice

Advanced Statistics in Criminology and Criminal Justice PDF

Author: David Weisburd

Publisher: Springer Nature

Published: 2021-10-21

Total Pages: 552

ISBN-13: 3030677389

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This book provides the student, researcher or practitioner with the tools to understand many of the most commonly used advanced statistical analysis tools in criminology and criminal justice, and also to apply them to research problems. The volume is structured around two main topics, giving the user flexibility to find what they need quickly. The first is “the general linear model” which is the main analytic approach used to understand what influences outcomes in crime and justice. It presents a series of approaches from OLS multivariate regression, through logistic regression and multi-nomial regression, hierarchical regression, to count regression. The volume also examines alternative methods for estimating unbiased outcomes that are becoming more common in criminology and criminal justice, including analyses of randomized experiments and propensity score matching. It also examines the problem of statistical power, and how it can be used to better design studies. Finally, it discusses meta analysis, which is used to summarize studies; and geographic statistical analysis, which allows us to take into account the ways in which geographies may influence our statistical conclusions.

Statistics in Criminal Justice

Statistics in Criminal Justice PDF

Author: David Weisburd

Publisher: Springer Science & Business Media

Published: 2013-12-11

Total Pages: 801

ISBN-13: 1461491703

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Statistics in Criminal Justice takes an approach that emphasizes the application and interpretation of statistics in research in crime and justice. This text is meant for both students and researchers who want to gain a basic understanding of common statistical methods used in this field. In general, the text relies on a building-block approach, meaning that each chapter helps to prepare the student for the chapters that follow. It also means that the level of sophistication of the text increases as the text progresses. Throughout the text there is an emphasis on comprehension and interpretation, rather than computation. However, as the statistical methods discussed become more complex and demanding to compute, there is increasing use and integration of statistical software. This approach is meant to provide the reader with an accessible, yet sophisticated understanding of statistics that can be used to examine real-life criminal justice problems with popular statistical software programs. The primary goal of the text is to give students and researchers a basic understanding of statistical concepts and methods that will leave them with the confidence and the tools for tackling more complex problems on their own. New to the 4th Edition · New chapter on experimental design and the analysis of experimental data. · New chapter on multi-level models, including growth-curve models. · New computer exercises throughout the text to illustrate the use of both SPSS and Stata. · Revision of exercises at the end of each chapter that places greater emphasis on using statistical software. · Additional resources on the text’s web site for instructors and students, including answers to selected problems, syntax for replicating text examples in SPSS and Stata, and other materials that can be used to supplement the use of the text.

Statistics for Criminal Justice and Criminology in Practice and Research

Statistics for Criminal Justice and Criminology in Practice and Research PDF

Author: Jack Fitzgerald

Publisher: SAGE Publications

Published: 2013-01-17

Total Pages: 609

ISBN-13: 1452292167

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Statistics for Criminal Justice and Criminology in Practice and Research—by Jack Fitzgerald and Jerry Fitzgerald—is an engaging and comprehensive introduction to the study of basic statistics for students pursuing careers as practitioners or researchers in both Criminal Justice and Criminology programs. This student-friendly text shows how to calculate a variety of descriptive and inferential statistics, recognize which statistics are appropriate for particular data analysis situations, and perform hypothesis tests using inferential statistics. But it is much more than a "cook book." It encourages readers to think critically about the strengths and limitations of the statistics they are calculating, as well as how they may be misapplied and misleading. Examples of statistics and statistical analyses are drawn from the worlds of the practitioner as well as the policymaker and researcher. Students will also gain a clear understanding of major ethical issues in conducting statistical analyses and reporting results, as well as insight into the realities of the life of researchers and practitioners as they use statistics and statistical analyses in their day-to-day activities.

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 PDF

Author: Alese Wooditch

Publisher: Springer Nature

Published: 2021-06-03

Total Pages: 342

ISBN-13: 3030506258

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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).

Introductory Statistics for Criminal Justice and Criminology

Introductory Statistics for Criminal Justice and Criminology PDF

Author: Jon L. Proctor

Publisher: Pearson

Published: 2002

Total Pages: 488

ISBN-13:

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Designed for students with little or no familiarity with statistics, this text presents clear explanations for underlying concepts of statistical inference and hypothesis testing, and features step-by- step demonstrations of common statistical procedures used in criminal justice research. Excel application exercises allow students to visualize the processes of statistical calculations and to perform advanced statistical techniques using the function wizard and data analysis tool. Other learning features include boxes introducing statistical techniques for addressing specific research problems, boxes requiring students to perform different statistical tests, key terms, and problem sets. Proctor teaches statistics at Indiana University. Badzinski teaches statistics and communications. Annotation copyrighted by Book News, Inc., Portland, OR.

The Foundations of Statistics in Criminology and Criminal Justice

The Foundations of Statistics in Criminology and Criminal Justice PDF

Author: Kyung-shick Choi

Publisher: Cognella Academic Publishing

Published: 2020-11-24

Total Pages:

ISBN-13: 9781516575459

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The Foundations of Statistics in Criminology and Criminal Justice underscores the purpose and role of statistics in criminal justice practice, emphasizes major analytical techniques, and covers two key types of statistics--descriptive and inferential. The text helps students build a fundamental background in analytical methods within the context of criminal justice. Part I demonstrates the importance of statistics and its practical application within criminology and criminal justice. Part II introduces students to descriptive statistics. They learn about measures of central tendency and measures of variability within empirical research in the criminal justice system. In Part III, students examine the issues of probability and the normal curve, which explain how criminal justice data sources and research can be used for decision-making tools with an adequate degree of scientific validation. Part IV explores inferential statistics as a decision-making aid that plays a pivotal roles in criminal justice policy development and planning. The final section demonstrates practical applications within the discipline and summarizes analytical methods. Accessible and engaging, The Foundations of Statistics in Criminology and Criminal Justice is an exemplary resource for courses in statistics in criminology and criminal justice.

Statistics for Criminal Justice and Criminology in Practice and Research

Statistics for Criminal Justice and Criminology in Practice and Research PDF

Author: Jack Fitzgerald

Publisher: SAGE

Published: 2013-01-17

Total Pages: 609

ISBN-13: 1412993687

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Statistics in Criminal Justice and Criminology Research: An Introduction is for advanced undergraduate and graduate level students in criminology and criminal justice statistics courses. It is designed for students pursuing careers in criminology and/or criminal justice by adequately and evenly covering statistical research for both professions. The engaging writing style, real-life applications, and comprehensive format will distinguish this text from its competitors and help establish it as more than just another statistics book. Fitzgerald and Fitzgerald have teamed up to create a flexible and useful text that will not only meet the needs of criminal justiceiminology students but also provide motivation for students who have math anxiety yet strive to become criminal justice professionals.Features and Benefits:1) Frequent use of diagrams and graphs to illustrate ideas and procedures discussed in the text.2) Attention devoted to discussing 'conceptual' formulas and what they represent about the data to help students make sense of the results.3) Extensive sets of review questions and exercises at ends of chapters help students master the content presented. 4) Quotes from actual reports in 'From the Literature' boxes help connect the discussion of research methods and statistical analysis with the research process as a whole.5) 'Pause, Think and Explore' boxes follow the mathematical formulas and are intended to help students develop an understanding of how the formula works, gain confidence in working with the mathematics, and develop better insight about what the formulas are signaling about the data being analyzed.

Using Statistics in Criminal Justice

Using Statistics in Criminal Justice PDF

Author: Rebecca K. Murray

Publisher: Aspen Publishing

Published: 2016-02-29

Total Pages: 618

ISBN-13: 1454861479

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Using Statistics in Criminal Justice is designed to be an accessible, readable introduction to statistics, written with the criminal justice student in mind. The text teaches students not only how to engage in basic statistical analysis, but, more importantly, how they might use statistics in real and helpful ways. The book is designed for students to understand that statistics is a mechanism by which we take a picture of the world around us. Murray starts by taking students through the steps of creating a rough outline with basic descriptive statistics, then moves to providing more detail and clarity with sampling and inferential statistics. Finally, the author explains using multivariate techniques to fill in the details of the picture, making it more and more indicative of reality. Features: Carefully structured text provides an overview of concepts for each chapter, and explains how concepts in the book interrelate. Multiple examples for each analysis Practice questions at the end of each chapter Clearly ties in theory, methods and statistics , linking concepts from other courses Gives numerous step-by-step examples of analyses Information on how to use in a variety of software: STATA, SPSS and Excel to better accommodate various approaches Conversational tone with real world examples Application to professionals in criminal justice, not just undergraduate students Chapter on Evaluation Research gives students more marketable skills Workbook will be available on line with additional practice problems to use with statistical software

Statistics for Criminology and Criminal Justice

Statistics for Criminology and Criminal Justice PDF

Author: Ronet D. Bachman

Publisher: SAGE Publications

Published: 2021-02-08

Total Pages: 606

ISBN-13: 1544375697

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Communicating the excitement and importance of criminal justice research, this practical and comprehensive book shows students how to perform and understand statistical analyses, while helping them recognize the connection between statistical analyses used in everyday life and their importance to criminology and criminal justice. This updated Fifth Edition is packed with real-world case studies and contemporary examples utilizing the most current crime data and empirical research available. Each chapter presents a particular statistical method in the context of a substantive research story.

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