LEADER 05014nam 22006255 450 001 9911018658203321 005 20250725130241.0 010 $a3-031-59667-6 024 7 $a10.1007/978-3-031-59667-4 035 $a(MiAaPQ)EBC32235209 035 $a(Au-PeEL)EBL32235209 035 $a(CKB)39713300200041 035 $a(DE-He213)978-3-031-59667-4 035 $a(OCoLC)1544971804 035 $a(EXLCZ)9939713300200041 100 $a20250725d2025 u| 0 101 0 $aeng 135 $aurcnu|||||||| 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 10$aPermutation Statistical Methods for Criminology and Criminal Justice /$fby Kenneth J. Berry, Janis E. Johnston, Michael A. Long, Paul Stretesky, Michael J. Lynch 205 $a1st ed. 2025. 210 1$aCham :$cSpringer Nature Switzerland :$cImprint: Springer,$d2025. 215 $a1 online resource (1057 pages) 225 1 $aSociety, Environment and Statistics,$x2948-2771 311 08$a3-031-59666-8 327 $aIntroduction -- Permutation Statistical Methods -- Central Tendency and Variability -- One-Sample Tests -- Two-Sample Tests -- Matched-Pairs Tests -- Completely-Randomized Designs -- Randomized-Blocks Designs -- Correlation and Association -- Goodness of Fit and Contingency. 330 $aThis book takes a unique approach to explaining permutation statistical methods for advanced undergraduate students, graduate students, faculty, researchers, and other professionals interested in the areas of criminology or criminal justice. The book integrates permutation statistical methods with a wide range of classical statistical methods. It opens with a comparison of two models of statistical inference: the classical population model espoused by J. Neyman and E. Pearson and the permutation model first introduced by R.A. Fisher and E.J.G. Pitman. Numerous comparisons of permutation and classical statistical methods are illustrated with examples from criminology and criminal justice and supplemented with a variety of R scripts for ease of computation. The text follows the general outline of an introductory textbook in statistics with chapters on central tendency, variability, one-sample tests, two-sample tests, matched-pairs tests, completely-randomized analysis of variance, randomized-blocks analysis of variance, simple linear regression and correlation, and the analysis of goodness of fit and contingency. Unlike classical statistical methods, permutation statistical methods do not rely on theoretical distributions, avoid the usual assumptions of normality and homogeneity, depend solely on the observed data, and do not require random sampling, making permutation statistical methods ideal for analyzing criminology and criminal justice databases. Permutation methods are relatively new in that it took modern computing power to make them available to those working in criminology and criminal justice research. The book contains detailed examples of permutation analyses. Each analysis is paired with a conventional analysis; for example, a permutation test of the difference between experimental and control groups is contrasted with Student's two-sample $t$ test. An added feature is the inclusion of multiple historical notes on the origin and development of both parametric and conventional tests and measures. Designed for an audience with a basic statistical background and a strong interest in parametric and non-parametric statistics, the book can easily serve as a textbook for undergraduate and graduate students in criminology, criminal justice, or sociology, as well as serving as a research source for faculty, researchers, and other professionals in the area of criminology. No statistical training beyond a first course in statistics is required, but some knowledge of, or interest in, criminology or criminal justice is assumed. . 410 0$aSociety, Environment and Statistics,$x2948-2771 606 $aStatistics 606 $aCriminology 606 $aSocial sciences$xStatistical methods 606 $aStatistical Theory and Methods 606 $aCriminology 606 $aStatistics in Social Sciences, Humanities, Law, Education, Behavorial Sciences, Public Policy 615 0$aStatistics. 615 0$aCriminology. 615 0$aSocial sciences$xStatistical methods. 615 14$aStatistical Theory and Methods. 615 24$aCriminology. 615 24$aStatistics in Social Sciences, Humanities, Law, Education, Behavorial Sciences, Public Policy. 676 $a364.021 700 $aBerry$b Kenneth J$0148872 701 $aJohnston$b Janis E$0721657 701 $aLong$b Michael A$0245327 701 $aStretesky$b Paul$01836977 701 $aLynch$b Michael J$0787004 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a9911018658203321 996 $aPermutation Statistical Methods for Criminology and Criminal Justice$94415200 997 $aUNINA