Preface |
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x | |
Acknowledgements |
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xiii | |
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1 | (17) |
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Section 1 Psychological research and SPSS |
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1 | (10) |
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Section 2 Guide to the statistical tests covered |
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11 | (1) |
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Section 3 Working with SPSS |
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12 | (2) |
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14 | (2) |
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Section 5 How to exit from SPSS |
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16 | (2) |
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Chapter 2 Data entry in SPSS |
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18 | (24) |
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Section 1 The Data Editor window |
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18 | (1) |
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Section 2 Defining a variable in SPSS |
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19 | (11) |
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30 | (2) |
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Section 4 Saving a data file |
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32 | (2) |
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Section 5 Opening a data file |
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34 | (2) |
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Section 6 Data entry exercises |
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36 | (2) |
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Section 7 Answers to data entry exercises |
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38 | (2) |
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Section 8 Checking and cleaning data files |
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40 | (2) |
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Chapter 3 Exploring and cleaning data in SPSS |
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42 | (36) |
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Section 1 Descriptive statistics |
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42 | (1) |
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Section 2 The Descriptives command |
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43 | (3) |
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Section 3 The Viewer window |
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46 | (4) |
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Section 4 The Frequencies command |
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50 | (4) |
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Section 5 The Explore command |
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54 | (8) |
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Section 6 Using descriptive statistics to check your data |
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62 | (4) |
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Section 7 Introducing graphing in SPSS |
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66 | (2) |
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68 | (5) |
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Section 9 Graphboard Template Chooser |
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73 | (5) |
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78 | (30) |
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Section 1 An introduction to data handling |
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78 | (1) |
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79 | (2) |
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Section 3 Splitting a file |
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81 | (2) |
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Section 4 Selecting cases |
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83 | (4) |
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Section 5 Recoding values |
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87 | (5) |
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Section 6 Computing new variables |
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92 | (3) |
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Section 7 Counting values |
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95 | (1) |
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96 | (3) |
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Section 9 Data transformation |
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99 | (6) |
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Section 10 Data file for scales or questionnaires |
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105 | (3) |
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Chapter 5 Tests of difference for one-and two-sample designs |
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108 | (24) |
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Section 1 An introduction to t-tests |
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108 | (1) |
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Section 2 The one-sample t-test |
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109 | (3) |
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Section 3 The independent t-test |
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112 | (7) |
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Section 4 The paired t-test |
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119 | (5) |
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Section 5 An introduction to nonparametric tests of difference |
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124 | (1) |
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Section 6 The Mann--Whitney test |
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124 | (3) |
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Section 7 The Wilcoxon test |
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127 | (5) |
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Chapter 6 Tests of correlation and bivariate regression |
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132 | (29) |
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Section 1 An introduction to tests of correlation |
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132 | (1) |
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Section 2 Producing a scattergram |
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133 | (8) |
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Section 3 Pearson's r: parametric test of correlation |
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141 | (4) |
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Section 4 Spearman's rs: nonparametric test of correlation |
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145 | (3) |
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Section 5 Comparing the strength of correlation coefficients |
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148 | (3) |
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Section 6 Brief introduction to regression |
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151 | (1) |
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Section 7 Bivariate regression |
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152 | (9) |
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Chapter 7 Tests for nominal data |
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161 | (26) |
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Section 1 Nominal data and dichotomous variables |
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161 | (2) |
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Section 2 Chi-square test versus the chi-square distribution |
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163 | (1) |
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Section 3 The goodness of fit chi-square |
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163 | (1) |
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Section 4 The multidimensional chi-square |
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164 | (15) |
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Section 5 The McNemar test for repeated measures |
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179 | (8) |
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Chapter 8 Analysis of variance |
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187 | (62) |
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Section 1 An introduction to analysis of variance (ANOVA) |
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187 | (11) |
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Section 2 One-way between-subjects ANOVA, planned and unplanned comparisons, and nonparametric equivalent |
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198 | (15) |
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Section 3 Two-way between-subjects ANOVA |
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213 | (8) |
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Section 4 One-way within-subjects ANOVA, planned and unplanned comparisons, and nonparametric equivalent |
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221 | (10) |
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Section 5 Two-way within-subjects ANOVA |
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231 | (9) |
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240 | (9) |
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Chapter 9 Multiple regression |
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249 | (27) |
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Section 1 An introduction to multiple regression |
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249 | (9) |
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Section 2 Standard or simultaneous method of multiple regression |
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258 | (8) |
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Section 3 Sequential or hierarchical method of multiple regression |
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266 | (6) |
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Section 4 Statistical methods of multiple regression |
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272 | (4) |
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Chapter 10 Analysis of covariance and multivariate analysis of variance |
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276 | (23) |
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Section 1 An introduction to analysis of covariance |
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276 | (3) |
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Section 2 Performing analysis of covariance on SPSS |
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279 | (9) |
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Section 3 An introduction to multivariate analysis of variance |
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288 | (3) |
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Section 4 Performing multivariate analysis of variance on SPSS |
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291 | (8) |
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Chapter 11 Discriminant analysis and logistic regression |
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299 | (23) |
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Section 1 Discriminant analysis and logistic regression |
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299 | (2) |
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Section 2 An introduction to discriminant analysis |
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301 | (2) |
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Section 3 Performing discriminant analysis using SPSS |
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303 | (11) |
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Section 4 An introduction to logistic regression |
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314 | (1) |
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Section 5 Performing logistic regression on SPSS |
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315 | (7) |
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Chapter 12 Factor analysis, and reliability and dimensionality of scales |
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322 | (36) |
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Section 1 An introduction to factor analysis |
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322 | (9) |
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Section 2 Performing a basic factor analysis using SPSS |
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331 | (12) |
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Section 3 Other aspects of factor analysis |
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343 | (5) |
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Section 4 Reliability analysis for scales and questionnaires |
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348 | (5) |
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Section 5 Dimensionality of scales and questionnaires |
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353 | (5) |
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Chapter 13 Using syntax and other useful features of SPSS |
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358 | (24) |
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Section 1 The Syntax window |
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358 | (8) |
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Section 2 Syntax examples |
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366 | (3) |
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Section 3 Getting help in SPSS |
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369 | (4) |
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Section 4 Option settings in SPSS |
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373 | (2) |
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Section 5 Printing from SPSS |
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375 | (2) |
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Section 6 Incorporating SPSS output into other documents |
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377 | (2) |
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Section 7 SPSS and Excel: importing and exporting data files |
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379 | (3) |
Appendix |
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382 | (13) |
Glossary |
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395 | (18) |
References |
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413 | (2) |
Index |
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415 | |