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Interactive LISREL: user's guide

Author: Du Toit, Mathilda ; Du Toit, StephenPublisher: Scientific Software International, 2001.Language: EnglishDescription: 500 p. : Graphs/Ill. ; 23 cm.ISBN: 0894980440Type of document: BookBibliography/Index: Includes bibliographical references and index
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Item type Current location Collection Call number Status Date due Barcode Item holds
Book Europe Campus
Main Collection
Print HA32 .D88 2001
(Browse shelf)
001209612
Available 001209612
Total holds: 0

Includes bibliographical references and index

Digitized

Interactive LISREL: User's Guide Table of Contents 1 INTRODUCTION 2 OVERVIEW OF THE INTERFACE 2.1 INTRODUCTION 2.1.1 TEXT EDITOR TOOLBAR (TEXT FILES) 2.1.2 PRELIS SYSTEM FILE TOOLBAR (*.PSF FILES) 2.1.3 PATH DIAGRAM TOOLBAR (*.MI FILES) 2.1.4 FILE MENU 2.1.5 VIEW MENU 2.2 THE PSF WINDOW 2.2.1 FILE MENU 2.2.2 EDIT MENU 2.2.3 DATA MENU 2.2.4 TRANSFORMATION MENU 2.2.5 STATISTICS MENU 2.2.6 GRAPHS MENU 2.2.7 IMAGE MENU 2.2.8 MULTILEVEL MENU 2.2.9 VIEW MENU 2.2.10 WINDOW MENU 2.3 TEXT EDITOR WINDOW 2.3.1 FILE MENU 2.3.2 EDIT MENU 2.3.3 OPTIONS MENU 2.4 THE PATH DIAGRAM WINDOW 2.4.1 FILE MENU 2.4.2 EDIT MENU 2.4.3 SETUP MENU 2.4.4 DRAW MENU 2.4.5 VIEW MENU 2.4.6 IMAGE MENU 2.4.7 OUTPUT MENU 2.5 SPJ WINDOW 2.5.1 SETUP MENU 2.6 THE LPJ WINDOW 2.6.1 SETUP MENU 2.6.2 MODEL MENU 2.7 OUTPUT WINDOW 2.7.1 FILE MENU 1 3 3 3 3 4 4 12 13 13 14 15 22 25 41 48 56 68 69 69 69 70 70 72 73 73 73 78 84 88 89 93 94 95 96 96 97 97 3 PRELIS EXAMPLES 3.1 RUNNING PRELIS SYNTAX FILES 3.2 EXPLORATORY ANALYSIS OF POLITICAL SURVEY DATA 3.2.1 IMPORTING DATA INTO PRELIS 3.2.2 DATA SCREENING 3.2.3 ASSIGNING LABELS TO CATEGORIES 3.2.4 DEFINE MISSING VALUES 3.2.5 IMPUTATION OF MISSING VALUES 3.2.6 HOMOGENEITY TESTS 3.2.7 GRAPHICAL DISPLAY OF UNIVARIATE DISTRIBUTIONS 3.3 IMPORT DATA AND COMPUTE POLYCHORIC COEFFICIENTS 3.4 EXPLORATORY ANALYSIS OF FITNESS DATA 3.4.1 DESCRIPTION OF THE FITNESS/CHOLESTEROL DATA 3.4.2 EXPLORATORY DATA ANALYSIS 3.4.3 GRAPHICAL DISPLAYS 3.4.4 REGRESSION ANALYSIS 3.5 DATA MANIPULATION AND BIVARIATE PLOTS 3.5.1 ASSIGNING LABELS TO CATEGORIES OF ORDINAL VARIABLES 3.5.2 CHANGE VARIABLE TYPE 3.5.3 INSERT NEW VARIABLES 3.5.4 COMPUTE VALUES FOR A NEW VARIABLE 3.5.5 CREATING A SUBSET OF THE DATA 3.5.6 BIVARIATE PLOTS 3.5.7 CALCULATE AND SAVE COVARIANCES AND MEANS FOR SUBGROUPS 3.6 NORMAL SCORES 3.7 TWO-STAGE LEAST-SQUARES 3.8 EXPLORATORY FACTOR ANALYSIS 3.9 BOOTSTRAP SAMPLES FROM POLITICAL SURVEY DATA 3.10 MONTE CARLO STUDIES 3.10.1 NEW PRELIS (*.PSF) DATA 3.10.2 INSERTING VARIABLES INTO THE SPREADSHEET 3.10.3 INSERTING CASES INTO THE SPREADSHEET 3.10.4 SIMULATING DATA VALUES 3.10.5 GRAPHICAL DISPLAYS 3.11 MULTIPLE IMPUTATION 3.11.1 USE OF THE MCMC OPTION TO OBTAIN MORE THAN ONE IMPUTED DATA SET 170 4 LISREL EXAMPLES 4.1 USING EXISTING SIMPLIS SYNTAX FILES 4.1.1 CHANGING THE APPEARANCE OF THE OUTPUT 4.2 USING EXISTING LISREL SYNTAX FILES 4.3 CREATING SYNTAX BY DRAWING PATH DIAGRAMS 98 98 100 101 103 103 105 106 107 109 110 116 116 117 124 129 130 130 131 132 134 136 137 140 143 146 151 156 159 160 160 161 162 163 165 171 171 175 176 177 4.3.1 TITLE, LABELS AND DATA 4.3.2 DRAWING THE PATH DIAGRAM 4.4 MULTI-SAMPLE ANALYSES USING PATH DIAGRAMS 4.4.1 TESTING EQUALITY OF FACTOR STRUCTURES 4.4.2 DRAWING THE PATH DIAGRAM 4.5 ANALYSIS OF ORDINAL DATA 4.5.1 CALCULATION OF CORRELATIONS AND ASYMPTOTIC COVARIANCE MATRIX 4.5.2 DRAWING A PATH DIAGRAM 4.5.3 READING VARIABLE NAMES FROM THE DSF FILE 4.5.4 CREATING LISREL OR SIMPLIS SYNTAX FROM THE PATH DIAGRAM 4.5.5 THE BASIC MODEL AND ITS COMPONENTS 4.5.6 ESTIMATION TYPES AND THE CONCEPTUAL PATH DIAGRAM 4.5.7 SAVING THE PATH DIAGRAM IN GRAPHICS FORMAT 4.6 USING SIMPLIS PROJECT FILES 4.6.1 BUILDING THE SIMPLIS SYNTAX 4.6.2 COMPLETING THE SIMPLIS SYNTAX 4.7 USING LISREL PROJECT FILES 4.7.1 BUILDING THE LISREL SYNTAX 4.8 ANALYSIS WITH MISSING DATA 4.8.1 SINGLE-GROUP ANALYSIS WITH MISSING DATA USING LISREL SYNTAX 4.8.2 MULTIPLE-GROUPS WITH MISSING DATA 4.9 LATENT VARIABLE SCORES 4.9.1 CALCULATION OF LATENT VARIABLE SCORES 4.9.2 AN ILLUSTRATIVE EXAMPLE 4.10 MULTILEVEL CONFIRMATORY FACTOR ANALYSIS 4.10.1 DESCRIPTION OF THE DATA 4.10.2 IMPORT OF EXTERNAL DATA 4.10.3 DRAW THE PATH DIAGRAM 4.10.4 BUILD SIMPLIS/LISREL SYNTAX 4.10.5 FIT THE MODEL TO THE DATA 5 MULTILEVEL EXAMPLES 5.1 ANALYSIS OF MULTILEVEL MODELS 5.2 A 2-LEVEL GROWTH CURVE MODEL 5.2.1 REPEATED MEASURES DATA 5.2.2 A VARIANCE DECOMPOSITION MODEL 5.2.3 MODELING LINEAR GROWTH 5.2.4 MODELING NON-LINEAR GROWTH 5.2.5 INTRODUCING A COVARIATE WHILE MODELING NON-LINEAR GROWTH 5.2.6 COMPLEX VARIATION AT LEVEL-1 OF THE MODEL 5.3 ANALYSIS OF AIR TRAFFIC CONTROL DATA 5.3.1 DESCRIPTION OF THE AIR TRAFFIC CONTROL DATA 5.3.2 VARIANCE DECOMPOSITION MODEL FOR AIR FORCE DATA 179 182 188 188 194 199 199 201 202 206 209 211 212 212 215 219 222 223 234 234 242 250 250 252 254 254 254 255 258 260 261 261 261 261 263 267 271 274 275 277 277 278 5.3.3 NON-LINEAR MODEL FOR AIR TRAFFIC DATA 5.3.4 INCLUDING ADDITIONAL VARIABLES IN THE AIR TRAFFIC DATA ANALYSIS 5.4 MULTIVARIATE ANALYSIS OF EDUCATIONAL DATA 5.4.1 DESCRIPTION OF DATA AND MULTIVARIATE MODEL 5.4.2 A VARIANCE DECOMPOSITION MODEL 5.4.3 ADDING EXPLANATORY VARIABLES TO THE MODEL 5.5 3-LEVEL MODEL FOR CPC SURVEY DATA 5.5.1 DESCRIPTION OF CPC SURVEY DATA 5.5.2 3-LEVEL MODEL FOR CPC SURVEY DATA 5.6 LATENT GROWTH CURVE MODELS 5.6.1 DESCRIPTION OF THE DATA 5.6.2 A 2-LEVEL INTERCEPT-AND-SLOPES MODEL 5.6.3 A NON-LINEAR MODEL WITH COVARIATE 5.6.4 EMPIRICAL BAYES ESTIMATES AND RESIDUALS 5.6.5 LATENT GROWTH CURVE MODEL USING SIMPLIS SYNTAX 5.7 TESTING OF CONTRASTS 5.7.1 INTRODUCTION 5.7.2 WEIGHT OF CHICKS ON 4 PROTEIN DIETS 5.8 MULTILEVEL MODELS FOR CATEGORICAL OUTCOMES 5.8.1 INTRODUCTION 5.8.2 GENERALIZATIONS TO HIGHER LEVEL MODELS 5.8.3 A 2-LEVEL MODEL FOR SOCIAL MOBILITY 5.8.4 EMPIRICAL BAYES ESTIMATES AND PREDICTED PROBABILITIES 5.9 MULTILEVEL NONLINEAR REGRESSION MODELS 5.9.1 2-LEVEL NONLINEAR REGRESSION MODEL 5.9.2 CREATING THE SYNTAX 6 FIRM EXAMPLES 6.1 AUTO REPAIR EXAMPLE 6.2 CATFIRM ANALYSIS OF THE "HEAD INJURIES" DATA SET 6.2.1 DESCRIPTION OF THE DATA 6.2.2 FIRM SYNTAX FILE 6.2.3 CATFIRM OUTPUT 63 CATFIRM ANALYSIS OF THE "MIXED" DATA SET 6.3.1 DESCRIPTION OF THE DATA 6.3.2 FIRM SYNTAX 6.3.3 CATFIRM OUTPUT 6.4 CONFIRM ANALYSIS OF THE "HEAD INJURIES" DATA SET 6.4.1 DESCRIPTION OF THE DATA 6.4.2 FIRM SYNTAX 6.4.3 CONFIRM OUTPUT 6.5 CONFIRM ANALYSIS OF THE "MIXED" DATA SET 6.5.1 DESCRIPTION OF THE DATA 281 283 284 284 287 291 292 292 294 298 298 299 304 308 310 314 314 315 323 323 325 326 331 334 334 334 342 342 343 343 343 345 355 355 356 358 363 363 363 365 376 376 6.5.2 FIRM SYNTAX FILE 6.5.3 CONFIRM OUTPUT 7 NEW STATISTICAL FEATURES 7.1 SYSTEM FILES 7.1.1 THE PRELIS SYSTEM FILE 7.1.2 THE DATA SYSTEM FILE 7.1.3 THE MODEL SYSTEM FILE 7.2 MULTIPLE IMPUTATION 7.2.1 TECHNICAL DETAILS 7.3 FULL INFORMATION MAXIMUM LIKELIHOOD (FIML) FOR CONTINUOUS VARIABLES 7.4 MULTILEVEL STRUCTURAL EQUATION MODELING 7.4.1 MULTILEVEL STRUCTURAL EQUATION MODELS 7.4.2 A GENERAL TWO-LEVEL STRUCTURAL EQUATION MODEL 7.4.3 MAXIMUM LIKELIHOOD FOR GENERAL MEANS AND COVARIANCE STRUCTURES 7.4.4 FIT STATISTICS AND HYPOTHESIS TESTING 7.4.5 STARTING VALUES AND CONVERGENCE ISSUES 7.4.6 PRACTICAL APPLICATIONS402 7.5 MULTILEVEL NON-LINEAR MODELS 7.5.1 INTRODUCTION TO MULTILEVEL MODELING 7.5.2 MULTILEVEL NON-LINEAR REGRESSION MODELS 7.5.3 ESTIMATION PROCEDURE FOR MULTILEVEL NON-LINEAR REGRESSION MODELS 7.6 FIRM: FORMAL INFERENCE-BASED RECURSIVE MODELING 7.6.1 OVERVIEW 7.6.2 RECURSIVE PARTITIONING CONCEPTS 7.6.3 CATFIRM 7.6.4 CONFIRM 7.6.5 OTHER DETAILED OUTPUT FILES 7.6.6 FIRM BUILDING BLOCKS 7.6.7 PREDICTOR AND DEPENDENT VARIABLE TYPES 7.6.8 INTERNAL GROUPING TO GET STARTING GROUPS 7.6.9 GROUPING THE CATEGORIES 7.6.10 ADDITIONAL PREDICTOR TYPES 7.6.11 MISSING INFORMATION AND FLOATING PREDICTORS 7.6.12 OUTLIERS 7.6.13 OVERALL METHOD OF OPERATION 7.6.14 COMPARISON WITH OTHER CODES 7.7 GRAPHICAL DISPLAY OF DATA 7.7.1 PIE CHART 7.7.2 BOX-AND-WHISKER PLOT 7.7.3 SCATTER PLOT MATRIX 376 378 384 384 384 385 386 387 387 388 390 390 390 396 397 398 408 408 409 411 413 413 414 415 418 419 420 421 422 423 424 425 429 430 433 436 436 437 438 8 SYNTAX 8.1 LISREL SYNTAX 8.1.1 RA COMMAND 8.1.2 FIML AND MISSING DATA 8.2 SIMPLIS SYNTAX 8.2.1 FIML AND MISSING DATA 8.3 PRELIS SYNTAX 8.3.1 MULTIPLE IMPUTATION AND THE EM COMMAND 8.3.2 MULTIPLE IMPUTATION AND THE MC COMMAND 8.4 MULTILEVEL MODELING SYNTAX 8.4.1 INTRODUCTION 8.4.2 LINEAR MULTILEVEL MODELS 8.4.3 NON-LINEAR MULTILEVEL MODELS 8.5 FIRM SYNTAX 8.5.1 INTRODUCTION 8.5.2 SPECIFYING ANALYSES AND OUTPUT OPTIONS 8.5.3 DEPENDENT VARIABLE SPECIFICATION 8.5.4 PREDICTOR VARIABLE SPECIFICATION 8.5.5 OUTPUT OPTIONS SPECIFICATION 8.5.6 OPTIONAL OUTPUT 8.5.7 VERSIONS AND COMPUTER RESOURCES NEEDED 9 REFERENCES 443 443 443 444 444 444 445 445 445 445 445 446 449 453 453 454 454 456 459 468 471 472

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