LEADER 03593nam 2200517 450 001 996466391203316 005 20230427143402.0 010 $a981-16-0193-3 035 $a(CKB)5590000000503274 035 $a(MiAaPQ)EBC6668445 035 $a(Au-PeEL)EBL6668445 035 $a(OCoLC)1258659961 035 $a(PPN)269152776 035 $a(EXLCZ)995590000000503274 100 $a20220325h20212021 uy 0 101 0 $aeng 135 $aurcnu|||||||| 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 10$aData analysis with SPSS for survey-based research /$fSaiyidi Mat Roni, Hadrian Geri Djajadikerta 210 1$aSingapore :$cSpringer,$d[2021] 210 4$d©2021 215 $a1 online resource (273 pages) $cillustrations 311 08$a981-16-0192-5 311 08$a9789811601927 320 $aIncludes bibliographical references and index. 327 $aIntro -- Preface -- Acknowledgement -- Preliminary Data Analysis Checklist -- Contents -- About the Authors -- Chapter 1: Research Instrument Design and Sample -- 1.1 Survey -- 1.1.1 Working with Directly Observed Variables -- 1.1.2 Designing Questions for Latent Variables -- 1.2 Sample Size -- References -- Chapter 2: SPSS Basics -- 2.1 Data and Variable Views -- 2.2 Output Window -- 2.3 SPSS Syntax -- Chapter 3: Preliminary Data Analysis: An Analysis Before the Analysis -- 3.1 Cleaning up Your Data: Monotone -- 3.2 Polishing Your Data: Missing Values and Outliers -- 3.2.1 Identifying and Recoding Missing Values -- 3.3 Missing Values Analysis (MVA) -- 3.3.1 Multiple Imputation (MI) -- 3.3.2 Expected Maximisation (EM) -- 3.3.3 Identifying and Treating Outliers -- 3.4 Normal Distribution -- 3.5 Data Transformation -- References -- Chapter 4: Factor Analysis: Combining Related Question-Items into Latent Variables -- References -- Chapter 5: Assess the Quality of Your Instrument -- 5.1 Reliability -- 5.2 Validity -- References -- Chapter 6: Latent Variable -- 6.1 Addressing Biases -- 6.1.1 Non-Response Bias -- 6.1.2 Common Method Bias -- References -- Chapter 7: Test of Differences Among Groups -- 7.1 t-Test: Testing Differences Between Two Groups -- 7.1.1 Independent Samples t-Test -- 7.1.2 Paired Samples t-Test -- 7.2 ANOVA: Testing More than Two Groups -- 7.3 ANCOVA: Testing Differences and Controlling for Covariate -- References -- Chapter 8: Test of Correlations -- 8.1 Pearson Correlation -- 8.2 Pearson Correlation with Bootstrap -- References -- Chapter 9: Regression -- 9.1 Simple Regression -- 9.1.1 Regression with Bootstrap -- 9.1.2 Quantile Regression -- 9.2 Multiple Regression -- 9.3 Hierarchical Multiple Regression -- References -- Chapter 10: Non-Parametric Tests -- 10.1 Mann-Whitney U -- 10.2 Kruskal-Wallis -- 10.3 Jonckheere-Terpstra. 327 $a10.4 Chi-Square -- 10.5 Wilcoxon´s Sign Rank -- 10.6 Spearman Rho and Kendall Tau Correlation -- References -- Bibliography -- Index. 606 $aSocial sciences$xStatistical methods$xComputer programs 606 $aCiències socials$2thub 606 $aEstadística$2thub 608 $aLlibres electrònics$2thub 615 0$aSocial sciences$xStatistical methods$xComputer programs. 615 7$aCiències socials 615 7$aEstadística 676 $a005.55 700 $aRoni$b Saiyidi Mat$01219391 702 $aDjajadikerta$b Hadrian Geri 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a996466391203316 996 $aData analysis with SPSS for survey-based research$92819578 997 $aUNISA LEADER 01266nam0 22003011i 450 001 UON00288925 005 20231205103913.2 010 $a10-415-3683-59 100 $a20070227d2006 |0itac50 ba 101 $aeng 102 $aGB 105 $a|||| 1|||| 200 1 $aIntellectuals in the modern islamic world. Transmission, transformation, communication$fedited by Stéphane A. Dudoignon, Komatsu Hisao, and Kosugi Yasushi 210 $aLondon$cRoutledge$d2006 215 $aXVII,375 p.$d22 cm 606 $aISLAM$xVITA INTELLETTUALE$3UONC062184$2FI 620 $aGB$dLondon$3UONL003044 686 $aARA VII A$cPAESI ARABI - FILOSOFIA E RELIGIONE - ISLAM$2A 702 1$aDudoignon$bStéphane A.$3UONV095855 702 0$aKOMATSU Hisao$3UONV083760 702 0$aKOSUGI Yasushi$3UONV166708 712 $aRoutledge$3UONV248939$4650 801 $aIT$bSOL$c20240220$gRICA 899 $aSIBA - SISTEMA BIBLIOTECARIO DI ATENEO$2UONSI 912 $aUON00288925 950 $aSIBA - SISTEMA BIBLIOTECARIO DI ATENEO$dSI ARA VII A 271 N $eSI SA 119850 7 271 N 996 $aIntellectuals in the modern islamic world. Transmission, transformation, communication$91247632 997 $aUNIOR