Availability: Data Analysis with SPSS for Survey-based Research

Data Analysis with SPSS for Survey-based Research:

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Bibliographic Details
Main Authors:	Roni, Saiyidi Mat (Author), Djajadikerta, Hadrian Geri (Author)
Format:	Book
Language:	English
Published:	Singapore Springer [2021]
Subjects:	Applied Statistics Statistics SPSS Demoskopie
Links:	http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=033704970&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA
Physical Description:	XIV, 264 Seiten Illustrationen
ISBN:	9789811601927

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Record in the Search Index

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adam_text	Contents 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. 2 SPSS 2.1 2.2 2.3 Basics. Data and Variable Views. Output Window. SPSS Syntax. 9 9 12 13 3 Preliminary Data Analysis: An Analysis Before the Analysis. 3.1 Cleani ng 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. 15 20 23 23 29 30 36 39 44 50 53 4 Factor Analysis: Combining Related Question-Items into Latent Variables. References. 55 66 Assess the Quality of Your Instrument. 5.1 Reliability. 5.2 Validity. References. 69 70 76 88 5 1 1 2 4 5 7 xiii Contents xiv 6 Latent Variable. 6.1 Addressing Biases. 6.1.1 Non-Response Bias. 6.1.2 Common Method Bias. References. 7 Test of Differences Among Groups 7.1 r-Test: Testing Differences Between Two Groups. 7.1.1 Independent Samples t-Test. 7.1.2 Paired Samples /-Test. 7.2 ANOVA: Testing More than Two Groups. 7.3 ANCOVA: Testing Differences and Controlling for Covariate. References. 8 Test of Correlations. 8.1 Pearson Correlation. 8.2 Pearson Correlation with Bootstrap. References. 144 156 160 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. 161 163 176 179 187 199 217 10 Non-Parametric Tests. 10.1 Mann-Whitney U. 10.2 Kruskal-Wallis. 10.3 Jonckheere-Terpstra. 10.4 Chi-Square. 10.5 Wilcoxon’s Sign Rank. 10.6 Spearman Rho and Kendall Tau Correlation. References. 219 219 226 233 240 246 253 շ6() Bibliography. 261 Index.
any_adam_object	1
author	Roni, Saiyidi Mat Djajadikerta, Hadrian Geri
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dewey-hundreds	500 - Natural sciences and mathematics
dewey-ones	519 - Probabilities and applied mathematics
dewey-raw	519.5
dewey-search	519.5
dewey-sort	3519.5
dewey-tens	510 - Mathematics
discipline	Soziologie Mathematik
format	Book
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physical	XIV, 264 Seiten Illustrationen
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spelling	Roni, Saiyidi Mat Verfasser (DE-588)1237851432 aut Data Analysis with SPSS for Survey-based Research by Saiyidi Mat Roni, Hadrian Geri Djajadikerta Singapore Springer [2021] © 2021 XIV, 264 Seiten Illustrationen txt rdacontent n rdamedia nc rdacarrier Applied Statistics Statistics SPSS (DE-588)4056588-9 gnd rswk-swf Demoskopie (DE-588)4011425-9 gnd rswk-swf Demoskopie (DE-588)4011425-9 s SPSS (DE-588)4056588-9 s DE-604 Djajadikerta, Hadrian Geri (DE-588)1075609127 aut Erscheint auch als Online-Ausgabe 978-981-1601-93-4 Digitalisierung UB Bamberg - ADAM Catalogue Enrichment application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=033704970&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis
spellingShingle	Roni, Saiyidi Mat Djajadikerta, Hadrian Geri Data Analysis with SPSS for Survey-based Research Applied Statistics Statistics SPSS (DE-588)4056588-9 gnd Demoskopie (DE-588)4011425-9 gnd
subject_GND	(DE-588)4056588-9 (DE-588)4011425-9
title	Data Analysis with SPSS for Survey-based Research
title_auth	Data Analysis with SPSS for Survey-based Research
title_exact_search	Data Analysis with SPSS for Survey-based Research
title_full	Data Analysis with SPSS for Survey-based Research by Saiyidi Mat Roni, Hadrian Geri Djajadikerta
title_fullStr	Data Analysis with SPSS for Survey-based Research by Saiyidi Mat Roni, Hadrian Geri Djajadikerta
title_full_unstemmed	Data Analysis with SPSS for Survey-based Research by Saiyidi Mat Roni, Hadrian Geri Djajadikerta
title_short	Data Analysis with SPSS for Survey-based Research
title_sort	data analysis with spss for survey based research
topic	Applied Statistics Statistics SPSS (DE-588)4056588-9 gnd Demoskopie (DE-588)4011425-9 gnd
topic_facet	Applied Statistics Statistics SPSS Demoskopie
url	http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=033704970&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA
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