001437516 000__ 04334cam\a2200577\i\4500 001437516 001__ 1437516 001437516 003__ OCoLC 001437516 005__ 20230309004152.0 001437516 006__ m\\\\\o\\d\\\\\\\\ 001437516 007__ cr\cn\nnnunnun 001437516 008__ 210622s2021\\\\sz\\\\\\o\\\\\001\0\eng\d 001437516 019__ $$a1255343073$$a1256237419 001437516 020__ $$a9783030506254$$q(electronic bk.) 001437516 020__ $$a3030506258$$q(electronic bk.) 001437516 020__ $$z9783030506247 001437516 020__ $$z303050624X 001437516 0247_ $$a10.1007/978-3-030-50625-4$$2doi 001437516 035__ $$aSP(OCoLC)1257297122 001437516 040__ $$aGW5XE$$beng$$erda$$epn$$cGW5XE$$dYDX$$dEBLCP$$dOCLCO$$dOCLCF$$dN$T$$dOCLCQ$$dOCLCO$$dOCLCQ 001437516 049__ $$aISEA 001437516 050_4 $$aHV6024.5 001437516 08204 $$a364.015195$$223 001437516 1001_ $$aWooditch, Alese,$$eauthor. 001437516 24512 $$aA beginner's guide to statistics for criminology and criminal justice using R /$$cAlese Wooditch, Nicole J. Johnson, Reka Solymosi, Juanjo Medina Ariza, Samuel Langton. 001437516 264_1 $$aCham, Switzerland :$$bSpringer,$$c2021. 001437516 300__ $$a1 online resource (1 volume) 001437516 336__ $$atext$$btxt$$2rdacontent 001437516 337__ $$acomputer$$bc$$2rdamedia 001437516 338__ $$aonline resource$$bcr$$2rdacarrier 001437516 500__ $$aIncludes index, 001437516 5050_ $$a1. Getting started -- 2. Managing your data -- 3. Data visualization -- 4. Spatiotemporal data visualization and basic crime analysis -- 5. Descriptive statistics: measures of central tendency -- 6. Descriptive statistics: measures of dispersion -- 7. Statistical inference in criminal justice research -- 8. Defining the observed significance level of a test -- 9. Hypothesis testing using the binomial distribution -- 10. Chi-square: a test commonly used for nominal-level measures -- 11. The normal distribution and its application to tests of statistical significance -- 12. Comparing means in two samples -- 13. Analysis of variance -- 14. Measures of association for nominal and ordinal variables -- 15. Measuring association for interval data -- 16. Introduction to regression analysis. 001437516 506__ $$aAccess limited to authorized users. 001437516 520__ $$aThis book provides hands-on guidance for researchers and practitioners in criminal justice and criminology to perform statistical analyses and data visualization in the free and open-source software, R. It offers a step-by-step guide for beginners to become familiar with the RStudio platform. This volume will help users master the fundamentals of the R programming language, in addition to program basics. Tutorials in each chapter lay out research questions and hypotheses that center around a real criminal justice dataset, such as data from the National Youth Survey, Law Enforcement Management and Administrative Statistics (LEMAS)-Body Worn Camera Survey, the Survey of Inmates in State and Federal Correctional Facilities (SISFCF), the National Crime Victimization Survey (NCVS), the British Crime Survey/Crime Survey for England and Wales, and the Seattle Neighborhoods and Crime Survey. At the end of each chapter are exercises that reinforce the R tutorial examples, designed to help master the software, as well as to provide practice on statistical concepts, data analysis, and interpretation of results. The text can be used as a stand-alone guide to learning R or it can be used as a companion guide to an introductory statistics textbook, such as Basic Statistics in Criminal Justice (2020). 001437516 588__ $$aDescription based on print version record. 001437516 650_0 $$aCriminal statistics. 001437516 650_0 $$aCriminal justice, Administration of$$xStatistical methods. 001437516 650_0 $$aR (Computer program language)$$xStatistical methods. 001437516 650_6 $$aStatistiques criminelles. 001437516 650_6 $$aR (Langage de programmation)$$xMéthodes statistiques. 001437516 655_0 $$aElectronic books. 001437516 7001_ $$aJohnson, Nicole J.,$$eauthor. 001437516 7001_ $$aSolymosi, Reka,$$eauthor. 001437516 7001_ $$aMedina, Juan J.$$q(Juan José),$$eauthor. 001437516 7001_ $$aLangton, Samuel,$$eauthor. 001437516 77608 $$iPrint version:$$aWooditch, Alese.$$tBeginner's guide to statistics for criminology and criminal justice using R.$$dCham : Springer, 2020$$z9783030506247$$w(OCoLC)1222781691 001437516 852__ $$bebk 001437516 85640 $$3Springer Nature$$uhttps://univsouthin.idm.oclc.org/login?url=https://link.springer.com/10.1007/978-3-030-50625-4$$zOnline Access$$91397441.1 001437516 909CO $$ooai:library.usi.edu:1437516$$pGLOBAL_SET 001437516 980__ $$aBIB 001437516 980__ $$aEBOOK 001437516 982__ $$aEbook 001437516 983__ $$aOnline 001437516 994__ $$a92$$bISE