Using SPSS for Windows: data analysis and graphics
Gespeichert in:
| Hauptverfasser: | , |
|---|---|
| Format: | Buch |
| Sprache: | English |
| Veröffentlicht: |
New York [u.a.]
Springer
2005
|
| Ausgabe: | 2. ed. |
| Schlagworte: | |
| Online-Zugang: | Inhaltsverzeichnis |
| Beschreibung: | XI, 227 S. Ill., graph. Darst. |
| ISBN: | 0387400834 |
Internformat
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Datensatz im Suchindex
| _version_ | 1804133310773854208 |
|---|---|
| adam_text | SUSAN B. GERBER KRISTIN VOELKL FINN USING SPSS FOR WINDOWS DATA ANALYSIS
AND GRAPHICS SECOND EDITION WITH 105 FIGURES SPRINGER CONTENTS PREFACE V
PART I. INTRODUCTION 1 CHAPTER 1. THE NATURE OF SPSS 3 1.1 GETTING
STARTED WITH SPSS FOR WINDOWS 3 WINDOWS 3 THE MAIN MENU 4 1.2 MANAGING
DATA AND FILES 5 ENTERING YOUR OWN DATA 5 ADDING CASES AND VARIABLES 7
DELETING CASES AND VARIABLES 7 DEFINING VARIABLES 8 OPENING DATA FILES 9
READING SPSS DATA FILES 10 READING DATA FILES IN TEXT AND OTHER FORMATS
11 SAVING DATA FILES 12 1.3 TRANSFORMING VARIABLES AND DATA FILES 12
COMPUTING NEW VARIABLES 13 RECODING VARIABLES 14 RECODING INTO THE SAME
VARIABLE 15 RECODING INTO DIFFERENT VARIABLES 17 SELECTING CASES 18 IF
CONDITION 18 RANDOM SAMPLE 19 1.4 MISSING VALUES 20 ANALYSES WITH
MISSING DATA 21 VII VIII CONTENTS 1.5 EXAMINING AND PRINTING OUTPUT 23
PRINTING OUTPUT 23 1.6 USING SPSS SYNTAX 24 CHAPTER EXERCISES 26 PART
II. DESCRIPTIVE STATISTICS 27 CHAPTER 2. SUMMARIZING DATA GRAPHICALLY 29
2.1 SUMMARIZING CATEGORICAL DATA 30 FREQUENCIES 30 FREQUENCIES WITH
MISSING DATA 32 BAR CHARTS 33 2.2 SUMMARIZING NUMERICAL DATA 35 CHANGING
INTERVALS * 37 STEM-AND-LEAF PLOT 40 CHAPTER EXERCISES 41 CHAPTER 3.
SUMMARIZING DATA NUMERICALLY: MEASURES OF CENTRAL TENDENCY 43 3.1 THE
MODE 43 3.2 THE MEDIAN AND OTHER PERCENTILES 45 THE MEDIAN 45 QUARTILES,
DECILES, PERCENTILES, AND OTHER QUANTILES 47 3.3 THE MEAN 48 PROPORTION
AS A MEAN 50 CHAPTER EXERCISES 51 CHAPTER 4. SUMMARIZING DATA
NUMERICALLY: MEASURES OF VARIABILITY 53 4.1. RANGES 54 THE RANGE 54 THE
INTERQUARTILE RANGE 55 4.2 THE STANDARD DEVIATION 55 4.3 SOME USES OF
LOCATION AND DISPERSION MEASURES TOGETHER 56 BOX-AND-WHISKER PLOTS 56
STANDARD SCORES 57 CHAPTER EXERCISES 60 CHAPTER 5. SUMMARIZING
MULTIVARIATE DATA: ASSOCIATION BETWEEN NUMERICAL VARIABLES 63 5.1
ASSOCIATION OF TWO NUMERICAL VARIABLES 64 SCATTER PLOTS 64 CHANGING THE
SCALES OF THE AXES 66 CONTENTS IX OTHER INFORMATION REVEALED BY SCATTER
PLOTS 67 THE CORRELATION COEFFICIENT 69 RANK CORRELATION 70 5.2 MORE
THAN TWO VARIABLES 71 CORRELATION MATRIX 71 MISSING VALUES 73 CHAPTER
EXERCISES 74 CHAPTER 6. SUMMARIZING MULTIVARIATE DATA: ASSOCIATION
BETWEEN CATEGORICAL VARIABLES 77 6.1 TWO-BY-TWO FREQUENCY TABLES 77
CALCULATION OF PERCENTAGES 79 PHI COEFFICIENT 81 6.2 LARGER TWO-WAY
FREQUENCY TABLES 81 6.3 EFFECTS OF A THIRD VARIABLE 83 MARGINAL
ASSOCIATION OF THREE DICHOTOMOUS VARIABLES 83 CONDITIONAL ASSOCIATION OF
THREE DICHOTOMOUS VARIABLES 85 CHAPTER EXERCISES 87 PART III.
PROBABILITY 89 CHAPTER 7. BASIC IDEAS OF PROBABILITY 91 7.1 PROBABILITY
IN TERMS OF EQUALLY LIKELY CASES 91 7.2 RANDOM SAMPLING; RANDOM NUMBERS
93 CHAPTER EXERCISES 94 CHAPTER 8. PROBABILITY DISTRIBUTIONS 95 8.1
FAMILY OF STANDARD NORMAL DISTRIBUTIONS 95 FINDING PROBABILITY FOR A
GIVEN Z-VALUE 96 FINDING A Z-VALUE FOR A GIVEN PROBABILITY 97 CHAPTER
EXERCISES 97 CHAPTER 9. SAMPLING DISTRIBUTIONS 99 9.1 SAMPLING FROM A
POPULATION 99 RANDOM SAMPLES 99 9.2 SAMPLING DISTRIBUTION OF A SUM AND
OF A MEAN 100 9.3 THE NORMAL DISTRIBUTION OF SAMPLE MEANS 102 THE
CENTRAL LIMIT THEOREM 102 CHAPTER EXERCISES 105 CONTENTS PART IV.
INFERENTIAL STATISTICS 107 CHAPTER 10. ANSWERING QUESTIONS ABOUT
POPULATION CHARACTERISTICS 109 10.1 AN INTERVAL OF PLAUSIBLE VALUES FOR
A MEAN 109 10.2 TESTING A HYPOTHESIS ABOUT A MEAN 110 VALIDITY
CONDITIONS ILL CONDUCTING THE HYPOTHESIS TEST 113 RELATIONSHIP BETWEEN
TWO-TAILED TESTS AND CONFIDENCE INTERVALS 115 10.3 TESTING HYPOTHESES
ABOUT A PROPORTION 115 10.4 PAIRED MEASUREMENTS 117 TESTING HYPOTHESES
ABOUT THE MEAN OF A POPULATION OF DIFFERENCES 118 TESTING THE HYPOTHESIS
OF EQUAL PROPORTIONS 120 CHAPTER EXERCISES 121 CHAPTER 11. DIFFERENCES
BETWEEN TWO POPULATIONS 123 11.1 COMPARISON OF TWO INDEPENDENT MEANS 123
ONE-TAILED TESTS 126 CHAPTER EXERCISES 126 CHAPTER 12. INFERENCE ON
CATEGORICAL DATA 129 12.1 TESTS OF GOODNESS OF FIT 129 EQUAL
PROBABILITIES 130 PROBABILITIES NOT EQUAL 131 12.2 CHI-SQUARE TESTS OF
INDEPENDENCE 133 12.3 MEASURES OF ASSOCIATION 135 CHAPTER EXERCISES 136
CHAPTER 13. REGRESSION ANALYSIS: INFERENCE ON TWO OR MORE NUMERICAL
VARIABLES 139 13.1 THE SCATTER PLOT AND CORRELATION COEFFICIENT 140 13.2
SIMPLE LINEAR REGRESSION ANALYSIS 142 TEST OF SIGNIFICANCE FOR THE MODEL
144 TEST OF SIGNIFICANCE FOR (3 146 ESTIMATING THE REGRESSION EQUATION
147 DRAWING THE REGRESSION LINE 147 13.3 ANOTHER EXAMPLE: INVERSE
ASSOCIATION OF X AND Y 148 NO RELATIONSHIP 151 13.4 MULTIPLE REGRESSION
ANALYSIS 151 SELECTING THE ORDER OF ENTRY OF THE INDEPENDENT VARIABLES
151 SIMPLE CORRELATIONS 155 THE FULL MODEL 155 CONTENTS XI INCREMENTAL
MODELS 156 13.5 AN EXAMPLE WITH DUMMY CODING 157 CHAPTER EXERCISES 159
CHAPTER 14. ANOVA: COMPARISONS OF SEVERAL POPULATIONS 163 14.1 ONE-WAY
ANALYSIS OF VARIANCE 164 EXAMINING THE DATA 164 RUNNING THE ONE-WAY
PROCEDURE 166 14.2 WHICH GROUPS DIFFER FROM WHICH, AND BY HOW MUCH? 169
POST-HOC COMPARISONS OF SPECIFIC DIFFERENCES 169 EFFECT SIZES 171 14.3
ANALYSIS OF VARIANCE OF RANKS 171 14.4 TWO-FACTOR ANALYSIS OF VARIANCE
173 CHAPTER EXERCISES 180 CHAPTER 15. EXPLORATORY FACTOR ANALYSIS 181
15.1 CONDUCTING AN EXPLORATORY FACTOR ANALYSIS 182 15.2 INTERPRETING THE
RESULTS OF THE FACTOR ANALYSIS PROCEDURE 184 15.3 SCALE RELIABILITY 187
15.4 COMPUTING SPLIT-HALF COEFFICIENT ESTIMATES 189 15.5 COMPUTING
CRONBACH COEFFICIENT ALPHA 191 CHAPTER EXERCISES 192 APPENDIX A. DATA
FILES 195 APPENDIX B. ANSWERS TO SELECTED CHAPTER EXERCISES 209 INDEX
225
|
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| callnumber-subject | HA - Statistics |
| classification_rvk | ST 601 |
| classification_tum | DAT 307f MAT 620f |
| ctrlnum | (OCoLC)249216928 (DE-599)BVBBV019811947 |
| dewey-full | 519.5028553 |
| dewey-hundreds | 500 - Natural sciences and mathematics |
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| discipline | Informatik Mathematik |
| edition | 2. ed. |
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| indexdate | 2024-07-09T20:06:41Z |
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| isbn | 0387400834 |
| language | English |
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| physical | XI, 227 S. Ill., graph. Darst. |
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| spelling | Gerber, Susan B. Verfasser aut Using SPSS for Windows data analysis and graphics Susan B. Gerber ; Kristin Voelkl Finn 2. ed. New York [u.a.] Springer 2005 XI, 227 S. Ill., graph. Darst. txt rdacontent n rdamedia nc rdacarrier SPSS for Windows Sozialwissenschaften Social sciences Statistical methods Computer programs SPSS für WINDOWS (DE-588)4334316-8 gnd rswk-swf SPSS 13.0 für WINDOWS (DE-588)4827876-2 gnd rswk-swf SPSS 8.0 für WINDOWS (DE-588)4521067-6 gnd rswk-swf SPSS (DE-588)4056588-9 gnd rswk-swf (DE-588)4123623-3 Lehrbuch gnd-content SPSS 13.0 für WINDOWS (DE-588)4827876-2 s DE-604 SPSS für WINDOWS (DE-588)4334316-8 s 1\p DE-604 SPSS 8.0 für WINDOWS (DE-588)4521067-6 s 2\p DE-604 SPSS (DE-588)4056588-9 s 3\p DE-604 Voelkl, Kristin E. Verfasser aut HEBIS Datenaustausch Darmstadt application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=013137348&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis 1\p cgwrk 20201028 DE-101 https://d-nb.info/provenance/plan#cgwrk 2\p cgwrk 20201028 DE-101 https://d-nb.info/provenance/plan#cgwrk 3\p cgwrk 20201028 DE-101 https://d-nb.info/provenance/plan#cgwrk |
| spellingShingle | Gerber, Susan B. Voelkl, Kristin E. Using SPSS for Windows data analysis and graphics SPSS for Windows Sozialwissenschaften Social sciences Statistical methods Computer programs SPSS für WINDOWS (DE-588)4334316-8 gnd SPSS 13.0 für WINDOWS (DE-588)4827876-2 gnd SPSS 8.0 für WINDOWS (DE-588)4521067-6 gnd SPSS (DE-588)4056588-9 gnd |
| subject_GND | (DE-588)4334316-8 (DE-588)4827876-2 (DE-588)4521067-6 (DE-588)4056588-9 (DE-588)4123623-3 |
| title | Using SPSS for Windows data analysis and graphics |
| title_auth | Using SPSS for Windows data analysis and graphics |
| title_exact_search | Using SPSS for Windows data analysis and graphics |
| title_full | Using SPSS for Windows data analysis and graphics Susan B. Gerber ; Kristin Voelkl Finn |
| title_fullStr | Using SPSS for Windows data analysis and graphics Susan B. Gerber ; Kristin Voelkl Finn |
| title_full_unstemmed | Using SPSS for Windows data analysis and graphics Susan B. Gerber ; Kristin Voelkl Finn |
| title_short | Using SPSS for Windows |
| title_sort | using spss for windows data analysis and graphics |
| title_sub | data analysis and graphics |
| topic | SPSS for Windows Sozialwissenschaften Social sciences Statistical methods Computer programs SPSS für WINDOWS (DE-588)4334316-8 gnd SPSS 13.0 für WINDOWS (DE-588)4827876-2 gnd SPSS 8.0 für WINDOWS (DE-588)4521067-6 gnd SPSS (DE-588)4056588-9 gnd |
| topic_facet | SPSS for Windows Sozialwissenschaften Social sciences Statistical methods Computer programs SPSS für WINDOWS SPSS 13.0 für WINDOWS SPSS 8.0 für WINDOWS SPSS Lehrbuch |
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