Applied statistics: business and management research
Gespeichert in:
| 1. Verfasser: | |
|---|---|
| Format: | Buch |
| Sprache: | English |
| Veröffentlicht: |
London
Sage
[2022]
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| Schlagworte: | |
| Online-Zugang: | Inhaltsverzeichnis |
| Beschreibung: | xvi, 438 Seiten Illustrationen, Diagramme |
| ISBN: | 9781473947450 9781473947443 |
Internformat
MARC
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Datensatz im Suchindex
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CONTENTS About the Author Acknowledgements Online Resources Preface ix xi xiii xv PART I: FOUNDATIONS 1 Chapter 1: Introduction to Statistics 3 Quantitative Research Versus Qualitative Research The Quantitative Research Process Survey Design How to Design Items in a Questionnaire (and How Not to) Survey Administration Sampling What Have You Learned? Further Reading In-Class Discussion Questions Chapter 2: Exploring IBM SPSS The Workplace Employment Relation Surveys: A Brief History Getting Started: Opening Data With SPSS Data Editor Versus Output Viewer Data View Versus Variable View 3 5 8 16 21 23 25 25 25 27 28 30 32 33
Vi ļ APPLIED STATISTICS: BUSINESS AND MANAGEMENT RESEARCH Toolbar Functions Recoding Variables Transforming Data Syntax What Have You Learned? Further Reading In-Class Discussion Questions Chapter 3: Descriptive Statistics and Graphical Representations 37 41 47 50 50 51 51 S3 Measures of Central Tendency Measures of Dispersion Calculating the Standard Deviation Using SPSS Frequency Distributions and Histograms Skewness and Kurtosis Assessing Kurtosis and Skewness Using SPSS Bar Charts and Pie Charts What Have You Learned? Further Reading In-Class Discussion Questions 53 62 67 69 71 74 75 78 79 79 Chapter 4: The Principle of Statistical Inference 81 The Normal Curve The Principle of Statistical Inference Normalization Procedures What Have You Learned? Further Reading In-Class Discussion Questions 82 91 99 105 106 106 PART II: COMPARING MEANS 107 Chapter S: The t-Test 109 Comparing Two Means in Management Research The Mathematics Underlying the Independent Samples t-Test The Independent Samples t-Test U sing SPSS The Paired Samples t-Test and Repeated Measures What Have You Learned? Further Reading In-Class Discussion Questions Chapter 6: Analysis of Variance Comparing Three or More Means in Management Research The Mathematics Underlying the One-Way Analysis of Variance The Analysis of Variance Using SPSS 110 113 117 129 133 133 134 135 136 139 144
CONTENTS Repeated Measures Analysis of Variance Using SPSS What Have You Learned? Further Reading In-Class Discussion Questions vil 161 170 170 171 PART III: NONPARAMETRIC AND CORRELATIONAL RELATIONSHIPS 173 Chapter 7: Chi-Square 175 Comparing Categorical Variables in Management Research The Mathematics Underlying the Chi-Square Test The Chi-Square Test Using SPSS Alternative Nonparametric Tests What Have You Learned? Further Reading In-Class Discussion Questions 176 179 187 198 202 203 203 Chapter 8: Simple Regression and Pearson's r 205 Correlational Studies in Management Research Basic Concepts in Regression Analysis The Mathematics Underlying Simple Regression The Mathematics Underlying Pearson's r Pearson's r and Simple Regression Using SPSS What Have You Learned? Further Reading In-Class Discussion Questions 206 208 215 220 224 238 239 239 PART ГѴ: MULTIVARIATE MODELING 241 Chapter 9: Multiple Regression 243 Multiple Regression in Management Research Basic Concepts in Multiple Regression Multiple Regression Using SPSS What Have You Learned? Further Reading In-Class Discussion Questions Chapter 10: Logistic Regression Logistic Regression in Management Research Basic Concepts in Logistic Regression Logistic Regression Using SPSS What Have You Learned? Further Reading In-Class Discussion Questions 244 247 263 290 291 291 293 294 296 304 341 342 342
Vlil ļ APPLIED STATISTICS: BUSINESS AND MANAGEMENT RESEARCH Chapter 11: Exploratory and Confirmatory Factor Analyses Factor Analysis in Management Research Basic Concepts in Factor Analysis Exploratory Factor Analysis Using SPSS Confirmatory Factor Analysis Using AMOS Graphics What Have You Learned? Further Reading In-Class Discussion Questions Chapter 12: Structural Equation Modeling Structural Equation Modeling in Management Research Basic Concepts in Structural Equation Modeling Structural Equation Modeling Using AMOS Graphics What Have You Learned? '* Further Reading In-Class Discussion Questions Appendix A References Index 343 345 348 355 374 387 388 388 389 390 392 396 410 410 411 413 425 431 |
| adam_txt |
CONTENTS About the Author Acknowledgements Online Resources Preface ix xi xiii xv PART I: FOUNDATIONS 1 Chapter 1: Introduction to Statistics 3 Quantitative Research Versus Qualitative Research The Quantitative Research Process Survey Design How to Design Items in a Questionnaire (and How Not to) Survey Administration Sampling What Have You Learned? Further Reading In-Class Discussion Questions Chapter 2: Exploring IBM SPSS The Workplace Employment Relation Surveys: A Brief History Getting Started: Opening Data With SPSS Data Editor Versus Output Viewer Data View Versus Variable View 3 5 8 16 21 23 25 25 25 27 28 30 32 33
Vi ļ APPLIED STATISTICS: BUSINESS AND MANAGEMENT RESEARCH Toolbar Functions Recoding Variables Transforming Data Syntax What Have You Learned? Further Reading In-Class Discussion Questions Chapter 3: Descriptive Statistics and Graphical Representations 37 41 47 50 50 51 51 S3 Measures of Central Tendency Measures of Dispersion Calculating the Standard Deviation Using SPSS Frequency Distributions and Histograms Skewness and Kurtosis Assessing Kurtosis and Skewness Using SPSS Bar Charts and Pie Charts What Have You Learned? Further Reading In-Class Discussion Questions 53 62 67 69 71 74 75 78 79 79 Chapter 4: The Principle of Statistical Inference 81 The Normal Curve The Principle of Statistical Inference Normalization Procedures What Have You Learned? Further Reading In-Class Discussion Questions 82 91 99 105 106 106 PART II: COMPARING MEANS 107 Chapter S: The t-Test 109 Comparing Two Means in Management Research The Mathematics Underlying the Independent Samples t-Test The Independent Samples t-Test U sing SPSS The Paired Samples t-Test and Repeated Measures What Have You Learned? Further Reading In-Class Discussion Questions Chapter 6: Analysis of Variance Comparing Three or More Means in Management Research The Mathematics Underlying the One-Way Analysis of Variance The Analysis of Variance Using SPSS 110 113 117 129 133 133 134 135 136 139 144
CONTENTS Repeated Measures Analysis of Variance Using SPSS What Have You Learned? Further Reading In-Class Discussion Questions vil 161 170 170 171 PART III: NONPARAMETRIC AND CORRELATIONAL RELATIONSHIPS 173 Chapter 7: Chi-Square 175 Comparing Categorical Variables in Management Research The Mathematics Underlying the Chi-Square Test The Chi-Square Test Using SPSS Alternative Nonparametric Tests What Have You Learned? Further Reading In-Class Discussion Questions 176 179 187 198 202 203 203 Chapter 8: Simple Regression and Pearson's r 205 Correlational Studies in Management Research Basic Concepts in Regression Analysis The Mathematics Underlying Simple Regression The Mathematics Underlying Pearson's r Pearson's r and Simple Regression Using SPSS What Have You Learned? Further Reading In-Class Discussion Questions 206 208 215 220 224 238 239 239 PART ГѴ: MULTIVARIATE MODELING 241 Chapter 9: Multiple Regression 243 Multiple Regression in Management Research Basic Concepts in Multiple Regression Multiple Regression Using SPSS What Have You Learned? Further Reading In-Class Discussion Questions Chapter 10: Logistic Regression Logistic Regression in Management Research Basic Concepts in Logistic Regression Logistic Regression Using SPSS What Have You Learned? Further Reading In-Class Discussion Questions 244 247 263 290 291 291 293 294 296 304 341 342 342
Vlil ļ APPLIED STATISTICS: BUSINESS AND MANAGEMENT RESEARCH Chapter 11: Exploratory and Confirmatory Factor Analyses Factor Analysis in Management Research Basic Concepts in Factor Analysis Exploratory Factor Analysis Using SPSS Confirmatory Factor Analysis Using AMOS Graphics What Have You Learned? Further Reading In-Class Discussion Questions Chapter 12: Structural Equation Modeling Structural Equation Modeling in Management Research Basic Concepts in Structural Equation Modeling Structural Equation Modeling Using AMOS Graphics What Have You Learned? '* Further Reading In-Class Discussion Questions Appendix A References Index 343 345 348 355 374 387 388 388 389 390 392 396 410 410 411 413 425 431 |
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| isbn | 9781473947450 9781473947443 |
| language | English |
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| spelling | Timming, Andrew R. Verfasser (DE-588)1191486370 aut Applied statistics business and management research Andrew R. Timming London Sage [2022] xvi, 438 Seiten Illustrationen, Diagramme txt rdacontent n rdamedia nc rdacarrier Wirtschaftsstatistik (DE-588)4066517-3 gnd rswk-swf Statistik (DE-588)4056995-0 gnd rswk-swf (DE-588)4123623-3 Lehrbuch gnd-content Statistik (DE-588)4056995-0 s Wirtschaftsstatistik (DE-588)4066517-3 s DE-604 Digitalisierung UB Regensburg - ADAM Catalogue Enrichment application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=033670560&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis |
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| title_short | Applied statistics |
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| title_sub | business and management research |
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