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Articles Technical Support > Articles Reviews of SI Software Articles by Jay Magidson and Jeroen Vermunt on Latent Class Modeling Articles on Latent Class Choice Modeling Other articles referring to Latent GOLD Choice A sampling of other topics on which Dr. Magidson has been published Published articles referring to Latent GOLD Published articles referring to LG-Syntax Published books on Latent Class Modeling Additional articles referring to Latent GOLD and our other software Articles on Multilevel Modeling Articles by Jay Magidson on Correlated Component Regression (CCR) Additional articles by Prof. Jeroen Vermunt can be found at his webpage.   Articles by Jay Magidson and Jeroen Vermunt on Latent Class Modeling   Articles will open in a new window. Most articles require the free Adobe Acrobat Reader to view. Multiple Imputation Of Incomplete Categorical Data Using Latent Class Analysis (2008) J.K. Vermunt, J.R. van Ginkel, L.A. van der Ark, K. Sijtsma. Sociological Methodology, 33, 369-397 Use of latent class regression models with a random intercept to remove overall response level effects in ratings data. (2006) J. Magidson, J.K. Vermunt. A. Rizzi and M Vichi (eds.), Proceedings in Computational Statistics , 351-360, Heidelberg: Springer. Removing the scale factor confound in multinomial logit choice models to obtain better estimates of preference. (October 2007) J. Magidson, J.K. Vermunt. Sawtooth Software Conference Proceedings. Using a mixture latent Markov model to analyze longitudinal U.S. employment data involving measurement error. (2008) J. Magidson, J.K. Vermunt, B. Tran. In: K. Shigemasu, A. Okada, T. Imaizum, and T. Hoshino (Eds). New Trends in Psychometrics. Frontiers Science Series No. 55 (FSS-55), 235-242. Universal Academy Press, Inc. Latent Class Models in Longitudinal Research (2008) S. Menard (Ed), Handbook of Longitudinal Research: Design, Measurement, and Analysis, 373-385. Academic Press: Burlington, MA An Extension of the CHAID Tree-based Segmentation Algorithm to Multiple Dependent Variables (2005) C. Weihs & W. Gaul, Classification: The Ubiquitous Challenge, 176-183. Heidelberg: Springer Structural equation models: Mixture models (2005). B. Everitt and D. Howell, (Eds.), Encyclopedia of Statistics in Behavioral Science, 1922-1927. Wiley: Chichester, UK. Factor Analysis with Categorical Indicators: A Comparison Between Traditional and Latent Class Approaches (2004) A. Van der Ark, M.A. Croon and K. Sijtsma (Eds), New Developments in Categorical Data Analysis for the Social and Behavioral Sciences. Erlbaum. Latent Class Models (2004) D.Kaplan (Ed.), The Sage Handbook of Quantitative Methodology for the Social Sciences, Chapter 10, 175-198. Thousand Oaks: Sage Publications Latent class models for classification. Computational Statistics and Data Analysis, 41,3-4, 531-537. Elsevier. Comparing Latent Class Factor Analysis with Traditional Factor Analysis for Datamining (2003) Chapter 22 in H. Bozdogan (Ed) Statistical Datamining & Knowledge Discovery, 373-383. Boca Raton: Chapman & Hall/CRC. CRC Press. Articles by Jeroen Vermunt and Jay Magidson in Encyclopedia of Social Science Research Methods, Sage Publications, 2003: Latent Variable Local Independence Latent Class Analysis Non-parametric Random-Effects Model Nontechnical Introduction to Latent Class Models (2002) Statistical Innovations White Paper #1. Latent Class Modeling as a Probabilistic Extension of K-Means Clustering (2002) Quirk's Marketing Research Review, March 2002, 20 & 77-80. Latent Class Models for Clustering: a Comparison with K-means (2002) Canadian Journal of Marketing Research, 20, 36-43. Latent Class Cluster Analysis (2002) J. A. Hagenaars and A. L. McCutcheon (Eds.), Applied Latent Class Analysis, 89-106. Cambridge: Cambridge University Press. Latent class factor and cluster models, bi-plots and related graphical displays (2001) Sociological Methodology, 31, 223-264 Latent class analysis with sampling weights: A maximum likelihood approach. (2007) Sociological Methods and Research, 36, 87-111 Graphical displays for latent class cluster and latent class factor models (2000) J. Blasius, J.Hox, E. de Leuw, and P. Schmith (Eds.), Proceedings of the Fifth International Conference on Logic and Methodology, TT-Publikations. Bi-plots and related graphical displays based on latent class factor and cluster models. (2000) W. Jansen and J.G. Bethlehem (Eds.), Proceedings in Computational Statistics 2000, 121-122. Statistics Netherlands. ISSN 0253-018X Technical Appendix From the Latent GOLD® manual.   Articles on Latent Class Choice Modeling   Articles will open in a new window. Most articles require the free Adobe Acrobat Reader to view. A New Model for the Fusion of MaxDiff Scaling and Ratings Data (2009). Jay Magidson, Dave Thomas, & Tom Eagle. Sawtooth Software Proceedings, 83-103. Using Parsimonious Conjoint and Choice Models to Improve the Accuracy of Out-of-Sample Share Predictions (2005). Jay Magidson, Tom Eagle, & Jeroen Vermunt. Presented at the 2005 ART Forum. New Developments in Latent Class Choice Models by Jay Magidson, Thomas Eagle & Jeroen Vermunt. April 2003 Sawtooth Software Conference Proceedings, 89-112.         Wish List for Conjoint Analysis, Comments, and Rejoinder:        Published in Applied Stochastic Models in Business and Industry., 2004        Download as zip file or pdf file or view individual articles: 1. Current Issues and a "Wish List" for Conjoint Analysis by Eric Bradlow, University of Pennsylvania. 2. Comments by Jay Magidson, SI and Jeroen K. Vermunt, Tilburg University. 3. Comments by Jordan J. Louviere, University of Technology, Sydney. 4. Comments by Bryan Orme, Sawtooth Software. 5. Comments by Joffre Swait, Advanis Inc. 6. Rejoinder to Reviewer Comments by Eric Bradlow, University of Pennsylvania.   Other articles referring to Latent GOLD Choice   Articles will open in a new window. Most articles require the free Adobe Acrobat Reader to view. The scale-adjusted latent class model: Application to museum visitation. (2010) P. Burke, et. al., University of Technology, Sydney(UTS) Scale Adjusted Latent Class Analysis for New Healthy Breakfast. (2009) J. Wang, T. Islam, V. Kanetkar, 2009 INFORMS Marketing Science Conference, Ann Arbor Valuing animal genetic resources: a choice modeling applicationto indigenous cattle in Kenya (2008) E. Rutoa, G. Garroda, and R. Scarpa, Agricultural Economics, 38: 89–98 Wizards and Potions: A new approach casts power on discrete choice conjoint experiments (2006) K. Deal, Marketing Research Magazine, Fall 2006: 49-51 Destination Choice Models for Rock Climbing in the Northeastern Alps: A Latent-Class Approach Based on Intensity of Preferences (2005) R. Scarpa and M. Thiene, Land Economics, 81 (3): 426–444 A sampling of other topics on which Dr. Magidson has been published Back to top "On Models Used to Adjust for Preexisting Differences," chapter 8 in Bickman (Ed.), Research Design: Donald Campbell's Legacy, Thousand Oaks, California: Sage Publications, 2000. "Maximum Likelihood Assessment of Clinical Trials Based on an Ordered Categorical Response." Drug Information Journal, Maple Glen, PA: Drug Information Association, Vol. 30, No. 1, 1996. "Multivariate Statistical Models for Categorical Data," chapter 3 in Bagozzi, Richard, Advanced Methods of Marketing Research, Blackwell, 1994. "The CHAID Aproach to Segmentation Modeling: CHi-squared Automatic Interaction Detection," chapter 4 in Bagozzi, Richard, Advanced Methods of Marketing Research, Blackwell, 1994. "The Use of the New Ordinal Algorithm in CHAID to Target Profitable Segments." Journal of Database Marketing, London: Henry Stewart Publication, July 1993. "Improved Statistical Techniques for Response Modeling: Progression Beyond Regression," cover article in Journal of Direct Marketing, Vol. 2, No. 4, 1988. "Some Common Pitfalls in the Causal Analysis of Categorical Data." Journal of Marketing Research, November 1982.   Published articles referring to Latent GOLD. Bacher, Johann, Knut Wenzig & Melanie Vogler SPSS TwoStep Cluster – A First Evaluation Arbeits- und Diskussionspapiere 2004-2, 2, korr. Aufl. Erlangen-Nürnberg: Friedrich-Alexander Universität. Schmitz A, Yanenko O, and Hebing M Identifying Artificial Actors in E-Dating: A Probabilistic Segmentation Based on Interactional Pattern Analysis Challenges at the Interface of Data Analysis, Computer Science, and Optimization, Studies in Classification, Data Analysis, and Knowledge Organization, DOI 10.1007/978-3-642-24466-7 33, © Springer-Verlag Berlin Heidelberg 2012 Dunn K, Jordan K, and Croft P Characterizing the Course of Lower Back Pain: A Latent Class Analysis American Journal of Epidemiology, 2006 Dayton CM, Menard S (Ed) An Introduction to Latent Class Analysis Handbook of Longitudinal Research: Design, Measurement, and Analysis, 22: 357-371 2008 Weinshenker MN Adolescents' Expectations about Mothers' Employment: Life Course Patterns and Parental Influence SEX ROLES, 54(11-12): 845-857 June 2006 Myers TC, Wonderlich SA, Et Al. Is Multi-Impulsive Bulimia a Distinct Type of Bulimia Nervosa: Psychopathology and EMA Findings INTERNATIONAL JOURNAL OF EATING DISORDERS, 39 (8): 655-661 December 2006 Althoff RR, Rettew DC, Et Al. Latent Class Analysis Shows Strong Heritability of the Child Behavior Checklist-Juvenile Bipolar Phenotype BIOLOGICAL PSYCHIATRY, 60 (9): 903-911 November 1, 2006 Hardie EA, Critchley C, Morris Z Self-Coping Complexity: Role of Self-Construal in Relational, Individual and Collective Coping Styles and Health Outcomes ASIAN JOURNAL OF SOCIAL PSYCHOLOGY, 9 (3): 224-235 December 2006 Borsboom D The Attack of the Psychometricians PSYCHOMETRIKA, 71 (3): 425-440 September 2006 Olofsson A, Ohman S General Beliefs and Environmental Concern - Transatlantic Comparisons ENVIRONMENT AND BEHAVIOR, 38 (6): 768-790 November 2006 van Gaalen RI, Dykstra PA Solidarity and Conflict Between Adult Children and Parents: A Latent Class Analysis JOURNAL OF MARRIAGE AND THE FAMILY, 68 (4): 947-960 November 2006 van der Ark LA, Richards G Attractiveness of Cultural Activities in European Cities: A Latent Class Approach TOURISM MANAGEMENT, 27 (6): 1408-1413 December 2006 Stone AL, Storr CL, Anthony JC Evidence for a Hallucinogen Dependence Syndrome Developing Soon After Onset of Hallucinogen Use During Adolescence INTERNATIONAL JOURNAL OF METHODS IN PSYCHIATRIC RESEARCH, 15 (3): 116-130 2006 Markon KE, Krueger R Information-Ttheoretic Latent Distribution Modeling: Distinguishing Discrete and Continuous Latent Variable Models PSYCHOLOGICAL METHODS, 11 (3): 228-243 September 2006 Chung H, Flaherty BP, Schafer JL Latent Class Logistic Regression: Application to Marijuana Use and Attitudes Among High School Seniors JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES A-STATISTICS IN SOCIETY, 169: 723-743 Part 4 2006 Reboussin BA, Anthony JC Is there Epidemiological Evidence to Support the Idea That a Cocaine Dependence Syndrome Emerges Soon After Onset of Cocaine Use? NEUROPSYCHOPHARMACOLOGY, 31 (9): 2055-2064 September 2006 Hwang SY, Zerwic JJ Knowledge of Stroke Symptoms and Risk Factors Among Korean Immigrants in the United States RESEARCH IN NURSING & HEALTH, 29 (4): 337-344 August 2006 Rindskopf D Heavy Alcohol Use in the "Fighting Back" Survey Sample: Separating Individual and Community Level Influences Using Multilevel Latent Class Analysis JOURNAL OF DRUG ISSUES, 36 (2): 441-462 Spring 2006 Kim J, Jacobs DR, Luepker RV, Et Al. Prognostic Value of a Novel Classification Scheme for Heart Failure: The Minnesota Heart Failure Criteria AMERICAN JOURNAL OF EPIDEMIOLOGY, 164 (2): 184-193 July 15, 2006 Sandell R, Carlsson J, Schubert J, Et Al. Therapists' Therapies: The relation Between Training Therapy and Patient Change in Long-Term Psychotherapy and Psychoanalysis PSYCHOTHERAPY RESEARCH, 16 (3): 306-316 May 2006 (br> Groenier KH, Winters JC, van Schuur WH, Et Al. A Simple Classification System was Recommended for Patients with Restricted Shoulder or Neck Range of Motion JOURNAL OF CLINICAL EPIDEMIOLOGY, 59 (6): 599-607 June 2006 Ligthart L, Boomsma DI, Martin NG, Et Al. Migraine with Aura and Migraine Without Aura are Not Distinct Entities: Further Evidence from a Large Dutch Population Study Source: TWIN RESEARCH AND HUMAN GENETICS, 9 (1): 54-63 February 2006 Vollmer-Conna U, Aslakson E, White PD An Empirical Delineation of the Heterogeneity of Chronic Unexplained Fatigue in Women PHARMACOGENOMICS, 7 (3): 355-364 April 2006 Hipp JR, Bauer DJ Local Solutions in the Estimation of Growth Mixture Models PSYCHOLOGICAL METHODS, 11 (1): 36-53 March 2006 Wagner A, Barbarich-Marsteller NC, Frank GK, Et Al. Personality Traits after Recovery from Eating Disorders: Do Subtypes Differ? INTERNATIONAL JOURNAL OF EATING DISORDERS, 39 (4): 276-284 May 2006 Dunn KM, Jordan K, Croft PR Characterizing the Course of Low Back Pain: A Latent Class Analysis AMERICAN JOURNAL OF EPIDEMIOLOGY, 163 (8): 754-761 April 15 2006 Groenen PJF, van der Ark LA Visions of 70 Years of Psychometrics: The Past, Present, and Future STATISTICA NEERLANDICA, 60 (2): 135-144 May 2006 Lutumba P, Robays J, Miaka C, Et Al. Validity, Cost and Feasibility of the mAECT and CTC as the Tests of Confirmation in the Detection of the African Human Trypanosomiasis. TROPICAL MEDICINE & INTERNATIONAL HEALTH, 11 (4): 470-478 April 2006 Zhang NL Hierarchical Latent Class Models for Cluster Analysis JOURNAL OF MACHINE LEARNING RESEARCH, 5: 697-723 June 2004 Junghan UM, Brenner HD Heavy Use of Acute In-Patient Psychiatric Services: The Challenge to Translate a Utilization Pattern into Service Provision ACTA PSYCHIATRICA SCANDINAVICA, 113: 24-32 Suppl. 429 2006 Kuss O, Gromann C, Diepgen TL Model-Based Clustering of Binary Longitudinal Atopic Dermatitis Disease Histories by Latent Class Mixture Models BIOMETRICAL JOURNAL, 48 (1): 105-116 February 2006 Vermunt JK Mixed-Effects Logistic Regression Models for Indirectly Observed Discrete Outcome Variables MULTIVARIATE BEHAVIORAL RESEARCH, 40 (3): 281-301 2005 Huang GH Selecting the Number of Classes Under Latent Class Regression: A Factor Analytic Analogue PSYCHOMETRIKA, 70 (2): 325-345 June 2005 Hamil-Luker J Trajectories of Public Assistance Receipt Among Female High School Dropouts POPULATION RESEARCH AND POLICY REVIEW, 24 (6): 673-694 December 2005 Stichele AV, Laerman R Cultural Participation in Flanders: Testing the Cultural Omnivore Thesis with Population Data POETICS, 34 (1): 45-64 February 2006 Haro JM, van Os J, Vieta E,Et Al. Evidence for Three Distinct Classes of 'Typical', 'Psychotic' and 'Dual' Mania: Results from the EMBLEM Study ACTA PSYCHIATRICA SCANDINAVICA, 113 (2): 112-120 February 2006 Zavisca J. The Status of Cultural Omnivorism: A Case Study of Reading in Russia SOCIAL FORCES, 84 (2): 1233-1255 December 2005 Smith RB. Social Structural Inquiries - Part 2: Statistical Methods and Process Models QUALITY & QUANTITY, 40 (1): 79-120 February 2006 Lopez-Sintas J, Katz-Gerro T. From Exclusive to Inclusive Elitists and Further: Twenty Years of Omnivorousness and Cultural Diversity in Arts Participation in the USA POETICS, 33 (5-6): 299-319 Ocotber-December 2005 Breslau N, Reboussin BA, Anthony JC, Storr CL. The Structure of Posttraumatic Stress Disorder - Latent Class Analysis in 2 Community Samples ARCHIVES OF GENERAL PSYCHIATRY, 62 (12): 1343-1351 December 2005 Markon KE, Krueger RF. Categorical and Continuous Models of Liability to Externalizing Disorders - A Direct Comparison in NESARC ARCHIVES OF GENERAL PSYCHIATRY, 62 (12): 1352-1359 December 2005 O'Rand AM, Hamil-Luker J. Processes of Cumulative Adversity: Childhood Disadvantage and Increased Risk of Heart Attack Across the Life Course JOURNALS OF GERONTOLOGY SERIES B-PSYCHOLOGICAL SCIENCES AND SOCIAL SCIENCES, 60: 117-124 Sp. Iss. 2 October 2005 Storr CL, Reboussin BA, Anthony JC. The Fagerstrom Test for Nicotine Dependence: A Comparison of Standard Scoring and Latent Class Analysis Approaches DRUG AND ALCOHOL DEPENDENCE, 80 (2): 241-250 November 1, 2005 Lipovetsky S, Conklin WM. Latent Class Regression Model in IRLS Approach MATHEMATICAL AND COMPUTER MODELLING, 42 (3-4): 301-312 August 2005 Sintas JL, Alvarez EG. Four Characters on the Stage Playing Three Games: Performing Arts Consumption in Spain JOURNAL OF BUSINESS RESEARCH, 58 (10): 1446-1455 October 2005 Wonderlich SA, Crosby RD, Joiner T, Et Al. Personality Subtyping and Bulimia Nervosa: Psychopathological and Genetic Correlates PSYCHOLOGICAL MEDICINE, 35 (5): 649-657 May 2005 Crissey SR. Race/Ethnic Differences in the Marital Expectations of Adolescents: The Role of Romantic Relationships JOURNAL OF MARRIAGE AND THE FAMILY, 67 (3): 697-709 August 2005 Hoffmann JP, Johnson SM. Attitudes Toward Abortion Among Religious Traditions in the United States: Change or Continuity? SOCIOLOGY OF RELIGION, 66 (2): 161-182 Summer 2005 Soothill K, Francis B, Awwad F,Et Al. Grouping Cancer Patients by Psychosocial Needs JOURNAL OF PSYCHOSOCIAL ONCOLOGY, 22 (2): 89-109 2004 Crum RM, Storr CL, Chan YF. Depression Syndromes with Risk of Alcohol Dependence in Adulthood: a Latent Class Analysis DRUG AND ALCOHOL DEPENDENCE, 79 (1): 71-81 July 2005 Finnegan L, Marion L, Cox C. Profiles of Self-Rated Health in Midlife Adults with Chronic Illnesses NURSING RESEARCH, 54 (3): 167-177 May-June 2005 Borzan J, LaGraize SC, Hawkins DL, Peng YB. Dorsal Horn Neuron Response Patterns to Graded Heat Stimuli in the Rat BRAIN RESEARCH, 1045 (1-2): 72-79 May 31 2005 Thacher JA, Morey E, Craighead WE. Using Patient Characteristics and Attitudinal Data to Identify Depression Treatment Preference Groups: A Latent-Class Model DEPRESSION AND ANXIETY, 21 (2): 47-54 2005 Lubke GH, Muthen B. Investigating Population Heterogeneity with Factor Mixture Models PSYCHOLOGICAL METHODS, 10 (1): 21-39 March 2005 ` McGrath JA, Nestadt G, Liang KY, Et Al. Five Latent Factors Underlying Schizophrenia: Analysis and Relationship to Illnesses in Relatives SCHIZOPHRENIA BULLETIN, 30 (4): 855-873 2004 DeCarlo LT. A Model of Rater Behavior in Essay Grading Based on Signal Detection Theory JOURNAL OF EDUCATIONAL MEASUREMENT, 42 (1): 53-76 Spring 2005 Moors G. Facts and Artefacts in the Comparison of Attitudes Among Ethnic Minorities. A Multigroup Latent Class Structure Model with Adjustment for Response Style Behavior EUROPEAN SOCIOLOGICAL REVIEW, 20 (4): 303-320 September 2004 Poortman AR, Van Tilburg TG. Past Experiences and Older Adults' Attitudes: A Lifecourse Perspective AGEING AND SOCIETY, 25: 19-39 Part 1 January 2005 Yang XD, Shaftel J, Glasnapp D, Poggio J. Qualitative or Quantitative Differences? Latent Class Analysis of Mathematical Ability for Special Education Students JOURNAL OF SPECIAL EDUCATION, 38 (4): 194-207 Winter 2005 Moustaki I, Papageorgiou I. Latent Class Models for Mixed Variables with Applications in Archaeometry COMPUTATIONAL STATISTICS & DATA ANALYSIS, 48 (3): 659-675 March 1, 2005 Hoijtink H, Notenboom A. Model Based Clustering of Large Data Sets: Tracing the Development of Spelling Ability PSYCHOMETRIKA, 69 (3): 481-498 September 2004 Dragovic M. Categorization and Validation of Handedness Using Latent Class Analysis ACTA NEUROPSYCHIATRICA, 16 (4): 212-218 August 2004 Kuppens P, Van Mechelen I, Meulders M. Every Cloud has a Silver Lining: Interpersonal and Individual Differences Determinants of Anger-Related Behaviors PERSONALITY AND SOCIAL PSYCHOLOGY BULLETIN, 30 (12): 1550-1564 December 2004 Belsky J, Fearon RMP. Exploring Marriage-Parenting Typologies and Their Contextual Antecedents and Developmental Sequelae DEVELOPMENT AND PSYCHOPATHOLOGY, 16 (3): 501-523 Summer 2004 Huang GH, Bandeen-Roche K. Building an Identifiable Latent Class Model with Covariate Effects on Underlying and Measured Variables PSYCHOMETRIKA, 69 (1): 5-32 March 2004 Storr CL, Zhou HL, Liang KY, Anthony JC. Empirically Derived Latent Classes of Tobacco Dependence Syndromes Observed in Recent-Onset Tobacco Smokers: Epidemiological Evidence from a National Probability Sample Survey NICOTINE & TOBACCO RESEARCH, 6 (3): 533-545 June 2004 van Tilburg T, Havens B, Gierveld JD. Loneliness Among Older Adults in the Netherlands, Italy, and Canada: A Multifaceted Comparison CANADIAN JOURNAL ON AGING-REVUE CANADIENNE DU VIEILLISSEMENT, 23 (2): 169-180 Summer 2004 Storr CL, Reboussin BA, Anthony JC. Early Childhood Misbehavior and the Estimated Risk of Becoming Tobacco-Dependent AMERICAN JOURNAL OF EPIDEMIOLOGY, 160 (2): 126-130 July 15, 2004 Rindskopf D, Strauss S. Determining Predictors of True HIV Status Using an Errors-In-Variables Model with Missing Data STRUCTURAL EQUATION MODELING-A MULTIDISCIPLINARY JOURNAL, 11 (1): 51-59 2004 Hamil-Luker J, Land KC, Blau J. Diverse Trajectories of Cocaine use Through Early Adulthood Among Rebellious and Socially Conforming Youth SOCIAL SCIENCE RESEARCH, 33 (2): 300-321 JUN 2004 Vermunt JK. An EM Algorithm for the Estimation of Parametric and Nonparametric Hierarchical Nonlinear Models STATISTICA NEERLANDICA, 58 (2): 220-233 May 2004 Bolck A, Croon M, Hagenaars J. Estimating Latent Structure Models with Categorical Variables: One-Step Versus Three-Step Estimators POLITICAL ANALYSIS, 12 (1): 3-27 Winter 2004 Kim CD, Lesage A, Seguin M, Et Al. Patterns of Co-Morbidity in Male Suicide Completers PSYCHOLOGICAL MEDICINE, 33 (7): 1299-1309 October 2003 Vermunt JK. Applications of Latent Class Analysis in Social Science Research SYMBOLIC AND QUANTITATIVE APPROACHES TO REASONING WITH UNCERTAINTY, PROCEEDING, 2711: 22-36 2003 Book series title: LECTURE NOTES IN ARTIFICIAL INTELLIGENCE 2003 Bridges WP. Rethinking Gender Segregation and Gender Inequality: Measures and Meanings DEMOGRAPHY, 40 (3): 543-568 August 2003 Moors G. Diagnosing Response Style Behavior by Means of a Latent-Class Factor Approach. Socio-Demographic Correlates of Gender Role Attitudes and Perceptions of Ethnic Discrimination Reexamined QUALITY & QUANTITY, 37 (3): 277-302 August 2003 Dayton CM. Applications and Computational Strategies for the Two-Point Mixture Index of Fit BRITISH JOURNAL OF MATHEMATICAL & STATISTICAL PSYCHOLOGY, 56: 1-13 Part 1 May 2003 Croudace TJ, Jarvelin MR, Wadsworth MEJ, Jones PB. Developmental Typology of Trajectories to Nighttime Bladder Control: Epidemiologic Application of Longitudinal Latent Class Analysis AMERICAN JOURNAL OF EPIDEMIOLOGY, 157 (9): 834-842 May 1, 2003 Formann AK, Ponocny I. Latent Change Classes in Dichotomous Data PSYCHOMETRIKA, 67 (3): 437-457 September 2002 Ter Braak CJF, Hoijtink H, Akkermans W, Verdonschot PFM. Bayesian Model-Based Cluster Analysis for Predicting Macrofaunal Communities ECOLOGICAL MODELLING, 160 (3): 235-248 February 15, 2003 Niemivirta M. Motivation and Performance in Context: The Influence of Goal Orientations and Instructional Setting on Situational Appraisals and Task Performance PSYCHOLOGIA, 45 (4): 250-270 December 2002 Formann AK. Latent Class Model Diagnostics - A Review and Some Proposals COMPUTATIONAL STATISTICS & DATA ANALYSIS, 41 (3-4): 549-559 January 28, 2003 DeCarlo LT. A Latent Class Extension of Signal Detection Theory, with Applications MULTIVARIATE BEHAVIORAL RESEARCH, 37 (4): 423-451 2002 Meulders M, De Boeck P, Kuppens P, Van Mechelen I. Constrained Latent Class Analysis of Three-Way Three-Mode Data JOURNAL OF CLASSIFICATION, 19 (2): 277-302 2002 Patterson BH, Dayton CM Graubard B. Latent Class Analysis of Complex Sample Survey Data: Application to Dietary Data JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION, 97 (459): 721-729 September 2002 Sintas JL, Alvarez EG. Omnivores Show Up Again: The Segmentation of Cultural Consumers in Spanish Social Space EUROPEAN SOCIOLOGICAL REVIEW, 18 (3): 353-368 September 2002 Dudgeon P. Market Segmentation: Conceptual and Methodological Foundations, 2nd Edition JOURNAL OF CLASSIFICATION, 19 (1): 179-182 2002   Published articles referring to LG-Syntax.   Articles will open in a new window. Most articles require the free Adobe Acrobat Reader to view. DeCarlo, L. T. Signal detection theory with item effects. Journal of Mathematical Psychology. 2011. DeCarlo, L. T. On the statistical and theoretical basis of signal detection theory and extensions: Unequal variance, random coefficient, and mixture models. Journal of Mathematical Psychology, 54, 304-313. March 2010 DeCarlo, L. T. On the Analysis of Fraction Subtraction Data: The DINA Model, Classification, Latent Class Sizes, and the Q-Matrix Applied Psychological Measurement, 35: 8. August 2010   Published Books on Latent Class Modeling Bartholomew, David J. and Knott, Martin and Moustaki, Irini (2011) Latent variable models and factor analysis: a unified approach. , 3rd ed., John Wiley & Sons, London, UK. ISBN 9780470971925   Additional articles referring to Latent GOLD and our other software.   Articles will open in a new window. Most articles require the free Adobe Acrobat Reader to view. Applications of latent class models to food product development: a case study Popper, Richard, Kroll, Jeff and Magidson, Jay. Sawtooth Software Proceedings, 2004. Minor valuations in troponin T values enhance risk assessment in emergency department patients with suspected myocardial ischemia: analysis of novel troponin T cut-off values. by Stewart W. Zarich, et.al. International Journal of Clinical Chemistry and Applied Molecular Biology, 2004. Development and Evaluation Process of a Pediatric Long-Bone Fracture Classification Proposal by Laurent Audige, et al. European Journal of Trauma, 2004. Political Extremism -- Left, Center, and Right by Robert B. Smith. The American Sociologist, Spring/Summer 2003. GOLDMineR: Improving Models for Classifying Patients with Chest Pain. by Larry Bernstein, et al. Yale Journal of Biology & Medicine, 2002.   Articles on Multilevel Modeling.   Articles will open in a new window. Most articles require the free Adobe Acrobat Reader to view. Learning Environment for Multilevel Methodology and Applications (LEMMA). by Jon Rasbash. (2005) Multilevel Modelling Newsletter, Vol. 17, No. 1. Hierarchical mixture models for nested data structures (2005) by Jeroen Vermunt & Jay Magidson. C. Weihs & W. Gaul, Classification: The Ubiquitous Challenge, 176-183. Heidelberg: Springer Country and Consumer Segmentation: Multi-level Latent Class Analysis of Financial Product Ownership Bijmolt, T.H., Paas, L.J., Vermunt , J.K. (2004). International Journal of Research in Marketing, 21, 323-340. Multilevel latent class models by Jeroen Vermunt. Sociological Methodology, 33, 213-239. 2003.   Articles by Jay Magidson on Correlated Component Regression (CCR)   Articles will open in a new window. Articles require the free Adobe Acrobat Reader to view. Correlated Component Regression: Re-thinking Regression in the Presence of Near Collinearity (forthcoming, 2013). Jay Magidson. Chapter in New perspectives in Partial Least Squares and Related Methods. Springer Verlag. Correlated Component Regression: A Prediction/Classification Methodology for Possibly Many Features (2010) Jay Magidson. 2010 JSM Proceedings of American Statistical Association, Section on Statistical Learning and Data Mining, pp. 4372-4386. The Role of Proxy Genes in Predictive Models: An Application to Early Detection of Prostate Cancer (2010) Jay Magidson and Karl Wassmann. 2010 JSM Proceedings of American Statistical Association, Biometrics Section, pp. 2739-2753.

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