I. FUNDAMENTAL CONCEPTS |
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3 | (17) |
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3 | (3) |
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6 | (1) |
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1.3 Computer Programs for SEM |
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6 | (2) |
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8 | (1) |
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9 | (7) |
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1.6 Extended Latent Variable Families |
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16 | (1) |
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17 | (1) |
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18 | (1) |
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19 | (1) |
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2 Basic Statistical Concepts: I. Correlation and Regression |
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20 | (25) |
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2.1 Standardized and Unstandardized Variables |
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20 | (2) |
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2.2 Bivariate Correlation and Regression |
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22 | (7) |
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29 | (1) |
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2.4 Multiple Correlation and Regression |
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30 | (10) |
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40 | (2) |
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42 | (1) |
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43 | (1) |
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44 | (1) |
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3 Basic Statistical Concepts: II. Data Preparation and Screening |
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45 | (18) |
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45 | (3) |
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48 | (10) |
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3.3 Score Reliability and Validity |
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58 | (3) |
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61 | (1) |
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62 | (1) |
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4 Core SEM Techniques and Software |
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63 | (30) |
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63 | (3) |
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4.2 Path Analysis: A Structural Model of Illness Factors |
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66 | (4) |
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4.3 Confirmatory Factor Analysis: A Measurement Model of Arousal |
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70 | (4) |
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4.4 A Structural Regression Model of Family Risk and Child Adjustment |
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74 | (3) |
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77 | (1) |
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4.6 SEM Computer Programs |
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77 | (12) |
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89 | (1) |
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90 | (3) |
II. CORE TECHNIQUES |
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5 Introduction to Path Analysis |
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93 | (30) |
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5.1 Correlation and Causation |
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93 | (2) |
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5.2 Specification of Path Models |
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95 | (7) |
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102 | (3) |
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5.4 Principles of Identification |
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105 | (5) |
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110 | (1) |
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5.6 Overview of Estimation Options |
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111 | (1) |
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5.7 Maximum Likelihood Estimation |
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112 | (5) |
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117 | (3) |
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120 | (1) |
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5.10 Recommended Readings |
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120 | (1) |
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APPENDIX 5.A Recommendations for Start Values |
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121 | (1) |
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APPENDIX 5.B Effect Size Interpretation of Standardized Path Coefficients |
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121 | (2) |
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6. Details of Path Analysis |
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123 | (42) |
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6.1 Detailed Analysis of a Recursive Model of Illness Factors |
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123 | (10) |
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133 | (12) |
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6.3 Testing Hierarchical Models |
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145 | (8) |
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6.4 Comparing Nonhierarchical Models 151 |
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153 | (3) |
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156 | (2) |
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6.7 Other Estimation Options |
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158 | (2) |
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160 | (1) |
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161 | (1) |
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APPENDIX 6.A Statistical Tests for Indirect Effects in Recursive Path Models |
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162 | (1) |
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APPENDIX 6.B Amos Basic Syntax |
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163 | (1) |
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APPENDIX 6.C Estimation of Recursive Path Models with Multiple Regression |
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164 | (1) |
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7. Measurement Models and Confirmatory Factor Analysis |
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165 | (44) |
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7.1 Specification of CFA Models |
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165 | (4) |
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7.2 Identification of CFA Models |
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169 | (6) |
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7.3 Naming and Reification Fallacies |
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175 | (1) |
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7.4 Estimation of CFA Models |
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176 | (4) |
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180 | (12) |
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7.6 Equivalent CFA Models |
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192 | (2) |
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7.7 Analyzing Indicators with Nonnormal Distributions |
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194 | (4) |
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7.8 Special Types of CFA Models |
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198 | (6) |
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204 | (2) |
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206 | (1) |
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7.11 Recommended Readings |
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206 | (1) |
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APPENDIX 7.A Recommendations for Start Values |
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207 | (1) |
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APPENDIX 7.B CALIS Syntax |
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207 | (2) |
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8 Models with Structural and Measurement Components |
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209 | (28) |
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8.1 Characteristics of SR Models |
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209 | (2) |
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8.2 Analysis of Hybrid Models |
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211 | (8) |
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8.3 Estimation of SR Models |
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219 | (2) |
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221 | (8) |
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229 | (3) |
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232 | (1) |
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233 | (1) |
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APPENDIX 8.A SEPATH Syntax |
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234 | (3) |
III. ADVANCED TECHNIQUES; AVOIDING MISTAKES |
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9 Nonrecursive Structural Models |
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237 | (26) |
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9.1 Specification of Nonrecursive Models |
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237 | (3) |
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9.2 Identification of Nonrecursive Models |
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240 | (9) |
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9.3 Estimation of Nonrecursive Models |
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249 | (5) |
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254 | (6) |
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260 | (1) |
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261 | (1) |
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262 | (1) |
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10 Mean Structures and Latent Growth Models |
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263 | (26) |
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10.1 Introduction to Mean Structures |
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263 | (4) |
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10.2 Identification of Mean Structures |
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267 | (1) |
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10.3 Estimation of Mean Structures |
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268 | (1) |
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10.4 Structured Means in Measurement Models |
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269 | (3) |
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10.5 Latent Growth Models |
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272 | (13) |
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285 | (2) |
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287 | (1) |
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10.8 Recommended Readings |
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287 | (1) |
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APPENDIX 10.A Mplus Syntax |
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288 | (1) |
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289 | (24) |
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11.1 Rationale of Multiple-Sample SEM |
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289 | (1) |
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11.2 Multiple-Sample Path Analysis |
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290 | (5) |
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295 | (11) |
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306 | (1) |
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11.5 MIMIC Models as an Alternative to Multiple-Sample Analysis |
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307 | (3) |
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310 | (1) |
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11.7 Recommended Readings |
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311 | (1) |
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APPENDIX 11.A LISREL SIMPLIS Syntax |
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312 | (1) |
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12 How to Fool Yourself with SEM |
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313 | (12) |
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12.1 Tripping at the Starting Line: Specification |
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313 | (3) |
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12.2 Improper Care and Feeding: Data |
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316 | (2) |
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12.3 Checking Critical Judgment at the Door: Analysis and Respecification |
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318 | (3) |
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12.4 The Garden Path: Interpretation |
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321 | (3) |
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324 | (1) |
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12.6 Recommended Readings |
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324 | (1) |
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325 | (13) |
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13.1 Interaction and Curvilinear Effects |
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325 | (7) |
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13.2 Multilevel Structural Equation Models |
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332 | (4) |
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336 | (1) |
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13.4 Recommended Readings |
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337 | (1) |
References |
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338 | (14) |
Author Index |
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352 | (4) |
Subject Index |
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356 | |