Preface |
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xi | |
Acknowledgments |
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xvi | |
About the Authors |
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xvii | |
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1 | (20) |
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What is Structural Equation Modeling? |
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1 | (1) |
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2 | (4) |
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History of Structural Equation Modeling |
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6 | (2) |
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Why Conduct Structural Equation Modeling? |
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8 | (2) |
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Brief Consideration of Causality in SEM |
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10 | (1) |
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Structural Equation Modeling Software |
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10 | (4) |
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14 | (1) |
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15 | (1) |
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16 | (1) |
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16 | (2) |
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18 | (3) |
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Chapter 2 Data Entry and Editing Issues |
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21 | (26) |
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21 | (5) |
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26 | (16) |
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42 | (1) |
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43 | (2) |
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45 | (2) |
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Chapter 3 Correlation and Regression Methods |
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47 | (39) |
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Types of Correlation Coefficients |
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47 | (2) |
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Factors Affecting Correlation Coefficients |
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49 | (5) |
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54 | (1) |
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54 | (6) |
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Multiple Linear Regression |
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60 | (2) |
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Bivariate, Part, and Partial Correlations in Multiple Regression |
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62 | (5) |
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Multicollinearity and Suppressor Variables |
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67 | (2) |
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Correlation Versus Covariance |
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69 | (2) |
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Variable Metrics (Standardized Versus Unstandardized) |
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71 | (1) |
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Correction for Attenuation |
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72 | (1) |
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Multiple Regression Example |
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73 | (7) |
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80 | (1) |
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81 | (1) |
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82 | (2) |
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84 | (2) |
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86 | (42) |
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86 | (2) |
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Decomposition of the Correlation Matrix |
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88 | (5) |
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Decomposition for Unstandardized Path Models |
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93 | (3) |
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96 | (12) |
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108 | (13) |
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Causation Assumptions and Limitations |
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121 | (1) |
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122 | (1) |
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123 | (2) |
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125 | (3) |
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128 | (42) |
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128 | (2) |
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130 | (4) |
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134 | (15) |
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Model Modification and Re-specification |
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149 | (9) |
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158 | (1) |
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159 | (4) |
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163 | (1) |
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164 | (6) |
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Chapter 6 Factor Analysis |
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170 | (58) |
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Exploratory Factor Analysis |
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170 | (4) |
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174 | (11) |
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Pattern and Structure Matrices |
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185 | (1) |
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Confirmatory Factor Analysis |
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186 | (1) |
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186 | (17) |
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CFA with Missing Continuous Data |
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203 | (7) |
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210 | (3) |
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CFA with Missing Ordinal Indicators |
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213 | (7) |
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220 | (2) |
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222 | (2) |
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224 | (1) |
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225 | (3) |
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228 | (34) |
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Full Structural Equation Models |
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228 | (1) |
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Model Specification in Full SEM |
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228 | (3) |
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231 | (1) |
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Two-step Versus Four-step SEM Model Testing |
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232 | (3) |
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235 | (4) |
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Model Testing and Model Modification |
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239 | (16) |
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Indirect Effects in Full SEM Models |
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255 | (2) |
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257 | (1) |
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257 | (4) |
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261 | (1) |
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Chapter 8 Extensions of CFA Models |
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262 | (27) |
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Second-order Factor Model |
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262 | (13) |
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275 | (9) |
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Model Comparisons Between the Second-order and Bifactor Models |
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284 | (2) |
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286 | (1) |
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287 | (1) |
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288 | (1) |
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Chapter 9 Multiple Group (Sample) Models |
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289 | (61) |
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Brief Summary of Multiple Group Modeling |
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289 | (1) |
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Multiple Group Path Analysis Model |
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290 | (23) |
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Multiple Group CFA/Measurement Model |
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313 | (29) |
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Strict Invariance Testing |
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342 | (1) |
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Structural Model Group Differences |
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343 | (1) |
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Multiple Group Models with Ordinal Indicators |
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343 | (1) |
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Cautions about Invariance Testing |
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344 | (1) |
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345 | (1) |
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346 | (1) |
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347 | (3) |
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Chapter 10 SEM Considerations |
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350 | (15) |
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350 | (2) |
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352 | (1) |
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353 | (1) |
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354 | (1) |
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354 | (2) |
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356 | (1) |
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357 | (1) |
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Model Modification/Re-specification |
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358 | (1) |
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358 | (2) |
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360 | (2) |
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362 | (1) |
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363 | (2) |
Appendix 1 Introduction to Matrix Operations |
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365 | (13) |
Appendix 2 Statistical Tables |
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378 | (10) |
Name Index |
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388 | (4) |
Subject Index |
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392 | |