04524nam a2200409 c 4500 BV050771090 DE-604 00000000000000.0 cr|uuu---uuuuu 260609s2026 xx |||| o|||| 00||| eng d 9781806862634 Online 978-1-80686-263-4 9781806862658 Epub 978-1-80686-265-8 DE-604 ger rda Akgül, Aziz Verfasser aut Statistical analysis techniques, Volume 2 advanced methods and applied research tools by Aziz Akgül First edition Leeds Emerald Publishing 2026 1 Online-Ressource (x, 327 Seiten) Diagramme Cover -- Statistical Analysis Techniques, Volume 2 -- Statistical Analysis Techniques, Volume 2: Advanced Methods and Applied Research Tools -- Copyright Page -- Contents -- About the Author -- Preface -- 1. Hypothesis Testings With Three or More Population Groups -- Objectives -- 1.1 Introduction -- 1.2 Why is Analysis of Variance Applied? -- 1.3 One-Tailed Analysis of Variance -- 1.3.1 SPSS Application Example -- 1.4 Data Transformation -- 1.4.1 Cases Where It Is Recommended Not to Transform Data -- 1.4.2 Cases Where It Is Recommended to Transform Data -- 1.4.3 Evaluation of SPSS Output 1.5 Test for Differences Between Three or More Independent Populations Not Normally Distributed: Kruskal-Wallis Test -- 1.5.1 Evaluation of SPSS Output -- 1.6 Two-Tailed Analysis of Variance in Independent Samples -- 1.6.1 SPSS Application Example -- 1.6.1.1 Identification of Data -- 1.6.1.2 Evaluation of Variances -- 1.6.1.3 Evaluating Variances Using Error Terms -- 1.6.1.4 Hypothesis Analysis -- 1.6.2 Evaluation of SPSS Output -- 1.6.2.1 Multiple Comparisons -- 1.7 One-Factor Analysis of Variance with Repeated Measures -- 1.7.1 SPSS Application Example -- 1.7.2 Evaluation of SPSS Output 1.7.2.1 Multiple Comparisons -- 1.8 Hypothesis Analysis of Differences Between Three or More Populations in Repeated Measures without Normal Distribution: ... -- 1.9 Two-Factor Analysis of Variance in Repeated Measures -- 1.9.1 Computer Application Example -- 1.9.2 Evaluation of SPSS Output -- 1.9.2.1 Further Analysis on the Applied Method Group Factor -- 1.9.2.2 Time Factor -- 1.10 Independent Test of Median in Three or More Groups -- 1.11 Multivariate Chi-Square Association Test -- 1.11.1 SPSS Application Example -- 1.11.2 Evaluation of SPSS Output -- 1.12 Mantel-Haenszel Chi-Square Test 1.12.1 SPSS Application Example -- 1.13 Loglinear Analysis -- 1.14 Hierarchical Models -- 1.14.1 Evaluation of SPSS Output -- 2. Simple Regression -- Objectives -- 2.1 Introduction -- 2.2 Simple Regression -- 2.2.1 SPSS Application Example -- 2.2.2 Evaluation of SPSS Output -- 2.3 Confidence Interval for Regression Coefficients -- 2.4 Testing Regression Hypotheses -- 2.4.1 F-Test on Goodness of Fit of Linear Model -- 2.4.2 t-Test on Regression Slope -- 2.4.3 t-Test on Regression Intercept -- 2.5 The Relationship Between Number of Independent Variables and Sample Size 2.6 Testing Variances Using Error Terms Analysis -- 2.6.1 Normal Distribution -- 2.6.2 Linear Relationship -- 2.6.3 Constant Variance Assumption -- 2.6.4 Extreme Value Assessment -- 2.6.4.1 Extreme Values: Mahalanobis Distance -- 2.6.4.2 Effective Cases: Cook Distance -- 2.6.5 Autocorrelation -- 2.7 Transformation of Data -- 2.7.1 Ensuring Linearity -- 2.7.2 Correcting Skewness -- 2.7.3 Fixing the Variance -- 2.7.3.1 SPSS Application Example -- 2.8 Mistakes Made in Simple Regression Analysis -- 3. Multiple Regression and Curve Estimation -- Objectives -- 3.1 Introduction Building on the foundation established in volume 1 of Statistical Analysis Techniques, this second volume delves deeper into advanced statistical techniques, providing comprehensive guidance for students and researchers working with SPSS Statistical Software Erscheint auch als Druck-Ausgabe 978-1-80686-264-1 ZDB-55-BME ZDB-55-BME26 oai:aleph.bib-bvb.de:BVB01-036115558 10.1108/978-1-80686-263-4 doi (DE-599)BVBBV050771090 eng DE-945 txt rdacontent c rdamedia cr rdacarrier https://doi.org/10.1108/978-1-80686-263-4 Verlag lizenzpflichtig Volltext https://doi.org/10.1108/978-1-80686-263-4 DE-945 ZDB-55-BME ZDB-55-BME26 Verlag Volltext