LATENT VARIABLE INTERACTIONS AND QUADRATICS IN SURVEY DATA: A SOURCE BOOK FOR THEORETICAL MODEL TESTING |
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Robert
A. Ping, Jr. |
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(Pls. NOTE: This monograph should be considered "out of date." A revision of this material is available here. |
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The following contains a work-in-progress monograph on Latent Variable Interactions and Quadratics that, although it is not quite finished, should be of some use to substantive researchers in the Social Sciences (see the INTRODUCTION for more). Click on the chapter titles shown below to view them (please be patient while the chapters are downloading, some of them are a little long). As a compromise between formatting and download time, the chapters below are in Microsoft Word. If your copy of Word does not have the "Equation Editor" feature installed, several equations in the chapters below will display as an error message where the equation should appear, and you may want to click on the desired equation in the "Equations" section shown below to view that equation (or install the Equation Editor). Finally, you may want to open several windows: one for chapters, one for tables, etc. To open another window, launch your browser again without closing this instance of your browser, and go to the URL shown in the "Address" box at the top of this screen. TABLE OF CONTENTS |
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RECENT STRUCTURAL EQUATION APPROACHES |
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Jaccard and Wan (1995) Bollen (1995) Jöreskog and Yang (1996) 2-step Estimation Single Indicator Approaches |
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LATENT VARIABLE REGRESSION PROBING FOR LATENT VARIABLE INTERACTIONS AND QUADRATICS DATA CONDITIONS THAT INFLUENCE INTERACTION DETECTION |
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Reliability Systematic Error and Sample Size Research Design Intercorrelation |
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V. ESTIMATING LATENT VARIABLE INTERACTIONS AND QUADRATICS |
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DISCUSSION |
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Mean Centering Covariances Starting Values Unidimensionality First Derivatives Reliability |
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VI. EXAMPLES |
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SxA INTERACTION |
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SxA Unidimensionalization Structural Model Discussion Interpretation |
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SxI INTERACTION ALL INTERACTIONS PROBING FOR LATENT VARIABLE INTERACTIONS AND QUADRATICS |
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"Stepping in" Discussion |
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VII. COMMENTS ON LATENT VARIABLE INTERACTIONS AND QUADRATICS |
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INCREASING THE LIKELIHOOD OF DETECTION INTERACTIONS AND QUADRATICS |
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EQUATIONS (that may not have displayed) |
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Equation 16 Equation 18 Equation 21 Equation 23 Equation 25 |
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REFERENCES FIGURES, TABLES AND APPENDICES (Please be patient-- this section is a little long) |
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