LEADER 00918cam0-2200325---450- 001 990004654430403321 005 20140924132652.0 010 $a84-7596-321-8 035 $a000465443 035 $aFED01000465443 035 $a(Aleph)000465443FED01 035 $a000465443 100 $a19990604d1991----km-y0itay50------ba 101 0 $acat 102 $aES 105 $a--------001yy 200 1 $aEpisodis d'història de la llengua catalana$fJoan Solà 210 $aBarcelona$cEditorial Empuries$d1991 215 $a188 p.$d20 cm 225 1 $aBiblioteca universal Empuries$v52 610 0 $aLingua catalana$aStoria 676 $a449.9 700 1$aSolà,$bJoan$0168899 801 0$aIT$bUNINA$gRICA$2UNIMARC 901 $aBK 912 $a990004654430403321 952 $a449.9 SOL 3$bDip.f.m.5986$fFLFBC 959 $aFLFBC 996 $aEpisodis d'història de la llengua catalana$9553459 997 $aUNINA LEADER 03595nam 2200517 450 001 9910485605903321 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 $a9910485605903321 996 $aData analysis with SPSS for survey-based research$92819578 997 $aUNINA