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Estimating Latent Structure Models with Categorical Variables: One-Step Versus Three-Step Estimators

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  1. Ribeiro da Silva, Diana & Salekin, Randall T. & Rijo, Daniel, 2019. "Psychopathic severity profiles: A latent profile analysis in youth samples with implications for the diagnosis of conduct disorder," Journal of Criminal Justice, Elsevier, vol. 60(C), pages 74-83.
  2. Kim, Sung Hoo & Mokhtarian, Patricia L., 2023. "Finite mixture (or latent class) modeling in transportation: Trends, usage, potential, and future directions," Transportation Research Part B: Methodological, Elsevier, vol. 172(C), pages 134-173.
  3. Mollborn, Stefanie & Lawrence, Elizabeth M. & Hummer, Robert A., 2020. "A gender framework for understanding health lifestyles," Social Science & Medicine, Elsevier, vol. 265(C).
  4. Jinfang Liu & Yi Zhang & Heng Luo & Xinxin Zhang & Wei Li, 2024. "Enhancing High School Students’ STEM Major Intention Through Digital Competence: A Large-Scale Cross-Sectional Survey," Sustainability, MDPI, vol. 16(24), pages 1-24, December.
  5. Borbáth, Endre, 2023. "Differentiation in Protest Politics: Participation by Political Insiders and Outsiders," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 46(2), pages 727-750.
  6. Bakk, Zsuzsa & Kuha, Jouni, 2020. "Relating latent class membership to external variables: an overview," LSE Research Online Documents on Economics 107564, London School of Economics and Political Science, LSE Library.
  7. Forcina, Antonio, 2017. "A Fisher-scoring algorithm for fitting latent class models with individual covariates," Econometrics and Statistics, Elsevier, vol. 3(C), pages 132-140.
  8. L. Boeschoten & M. A. Croon & D. L. Oberski, 2019. "A Note on Applying the BCH Method Under Linear Equality and Inequality Constraints," Journal of Classification, Springer;The Classification Society, vol. 36(3), pages 566-575, October.
  9. Lecegui, Antonio & Olaizola, Ana María & López-i-Gelats, Feliu & Varela, Elsa, 2022. "Implementing the livelihood resilience framework: An indicator-based model for assessing mountain pastoral farming systems," Agricultural Systems, Elsevier, vol. 199(C).
  10. Aurélie Bertrand & Christian Hafner, 2014. "On heterogeneous latent class models with applications to the analysis of rating scores," Computational Statistics, Springer, vol. 29(1), pages 307-330, February.
  11. Teng Fei & John Hanfelt & Limin Peng, 2023. "Evaluating the association between latent classes and competing risks outcomes with multiphenotype data," Biometrics, The International Biometric Society, vol. 79(1), pages 488-501, March.
  12. James Heckman & Rodrigo Pinto & Peter Savelyev, 2013. "Understanding the Mechanisms through Which an Influential Early Childhood Program Boosted Adult Outcomes," American Economic Review, American Economic Association, vol. 103(6), pages 2052-2086, October.
  13. Sarstedt, Marko & Radomir, Lăcrămioara & Moisescu, Ovidiu Ioan & Ringle, Christian M., 2022. "Latent class analysis in PLS-SEM: A review and recommendations for future applications," Journal of Business Research, Elsevier, vol. 138(C), pages 398-407.
  14. Dai, Jingchen & Wang, Xiaokun Cara & Ma, Wenxin & Li, Ruimin, 2023. "Future transport vision propensity segments: A latent class analysis of autonomous taxi market," Transportation Research Part A: Policy and Practice, Elsevier, vol. 173(C).
  15. Gordon, Nia & Godfrey, Erin & Aber, J. Lawrence & Richter, Linda, 2017. "Exploring patterns of receipt of cash grants, health care, and education among 7–10year old children in KwaZulu-Natal, South Africa," Children and Youth Services Review, Elsevier, vol. 78(C), pages 177-188.
  16. Andrea Bazzoli & Tahira M. Probst & Jasmina Tomas, 2022. "A Latent Profile Analysis of Precarity and Its Associated Outcomes: The Haves and the Have-Nots," IJERPH, MDPI, vol. 19(13), pages 1-13, June.
  17. Desautels, Julien & Touchette, Luc & Pauzé, Robert, 2020. "Intensive family intervention programs: Tailoring interventions to family clinical profiles," Children and Youth Services Review, Elsevier, vol. 116(C).
  18. Nayoung Rim & Kyung Park, 2017. "The Gendered Effects of Career Concerns on Fertility," Departmental Working Papers 59, United States Naval Academy Department of Economics.
  19. Kim, Hyun Ju & Chung, Jae Young, 2020. "Factors affecting youth citizenship in accordance with socioeconomic background," Children and Youth Services Review, Elsevier, vol. 111(C).
  20. Renee M. Clark & Mary E. Besterfield‐Sacre, 2009. "A New Approach to Hazardous Materials Transportation Risk Analysis: Decision Modeling to Identify Critical Variables," Risk Analysis, John Wiley & Sons, vol. 29(3), pages 344-354, March.
  21. Russo, Massimiliano & Durante, Daniele & Scarpa, Bruno, 2018. "Bayesian inference on group differences in multivariate categorical data," Computational Statistics & Data Analysis, Elsevier, vol. 126(C), pages 136-149.
  22. Shelley H. Liu & Yitong Chen & Jordan R. Kuiper & Emily Ho & Jessie P. Buckley & Leah Feuerstahler, 2024. "Applying Latent Variable Models to Estimate Cumulative Exposure Burden to Chemical Mixtures and Identify Latent Exposure Subgroups: A Critical Review and Future Directions," Statistics in Biosciences, Springer;International Chinese Statistical Association, vol. 16(2), pages 482-502, July.
  23. Young, Maria-Elena De Trinidad & Sudhinaraset, May & Tafolla, Sharon & Nakphong, Michelle & Yan, Yueqi & Kietzman, Kathryn, 2024. "The “disproportionate costs” of immigrant policy on the health of Latinx and Asian immigrants," Social Science & Medicine, Elsevier, vol. 353(C).
  24. Margot Bennink & Marcel A. Croon & Brigitte Kroon & Jeroen K. Vermunt, 2016. "Micro–macro multilevel latent class models with multiple discrete individual-level variables," Advances in Data Analysis and Classification, Springer;German Classification Society - Gesellschaft für Klassifikation (GfKl);Japanese Classification Society (JCS);Classification and Data Analysis Group of the Italian Statistical Society (CLADAG);International Federation of Classification Societies (IFCS), vol. 10(2), pages 139-154, June.
  25. Angela Bruns, 2015. "Stability and Change: Income Packaging among Partners of Incarcerated Men," Working Papers wp15-04-ff, Princeton University, School of Public and International Affairs, Center for Research on Child Wellbeing..
  26. Jun Xie & Wataru Nozawa & Shunsuke Managi, 2020. "The role of women on boards in corporate environmental strategy and financial performance: A global outlook," Corporate Social Responsibility and Environmental Management, John Wiley & Sons, vol. 27(5), pages 2044-2059, September.
  27. Bartolucci, Francesco & Montanari, Giorgio E. & Pandolfi, Silvia, 2015. "Three-step estimation of latent Markov models with covariates," Computational Statistics & Data Analysis, Elsevier, vol. 83(C), pages 287-301.
  28. Janne Petersen & Karen Bandeen-Roche & Esben Budtz-Jørgensen & Klaus Groes Larsen, 2012. "Predicting Latent Class Scores for Subsequent Analysis," Psychometrika, Springer;The Psychometric Society, vol. 77(2), pages 244-262, April.
  29. Zhu, Yajing & Steele, Fiona & Moustaki, Irini, 2020. "A multilevel structural equation model for the interrelationships between multiple latent dimensions of childhood socio‐economic circumstances, partnership transitions and mid‐life health," LSE Research Online Documents on Economics 103104, London School of Economics and Political Science, LSE Library.
  30. Yajing Zhu & Fiona Steele & Irini Moustaki, 2020. "A multilevel structural equation model for the interrelationships between multiple latent dimensions of childhood socio‐economic circumstances, partnership transitions and mid‐life health," Journal of the Royal Statistical Society Series A, Royal Statistical Society, vol. 183(3), pages 1029-1050, June.
  31. Gensowski, Miriam, 2018. "Personality, IQ, and lifetime earnings," Labour Economics, Elsevier, vol. 51(C), pages 170-183.
  32. Francis,David C. & Karalashvili,Nona & Murrell,Peter, 2022. "Transactional Governance Structures : New Cross-Country Data and an Application tothe Effect of Uncertainty," Policy Research Working Paper Series 10118, The World Bank.
  33. Arun Jose & Meghna Dutta, 2024. "Held back by homes: effects of domestic work on occupational choices of women in India," Indian Economic Review, Springer, vol. 59(2), pages 559-599, December.
  34. Mitchell George E., 2024. "Three Models of US State-Level Charity Regulation," Nonprofit Policy Forum, De Gruyter, vol. 15(1), pages 1-25, January.
  35. Aely Park & Youngmi Kim & Jennifer Murphy, 2023. "Adverse Childhood Experiences and Substance Use Among Korean College Students: Different by Gender?," Child Indicators Research, Springer;The International Society of Child Indicators (ISCI), vol. 16(4), pages 1811-1825, August.
  36. Emmott, Emily H. & Page, Abigail E. & Myers, Sarah, 2020. "Typologies of postnatal support and breastfeeding at two months in the UK," Social Science & Medicine, Elsevier, vol. 246(C).
  37. Tobias A. Bauer & Alexandro Folster & Tina Braun & Timo von Oertzen, 2021. "A Group Comparison Test under Uncertain Group Membership," Psychometrika, Springer;The Psychometric Society, vol. 86(4), pages 920-937, December.
  38. Qianru Liang & Jimmy de la Torre & Nancy Law, 2023. "Latent Transition Cognitive Diagnosis Model With Covariates: A Three-Step Approach," Journal of Educational and Behavioral Statistics, , vol. 48(6), pages 690-718, December.
  39. Gugerty, Mary Kay & Mitchell, George E. & Santamarina, Francisco J., 2021. "Discourses of evaluation: Institutional logics and organizational practices among international development agencies," World Development, Elsevier, vol. 146(C).
  40. Fabian Dvorak, 2020. "stratEst: Strategy Estimation in R," TWI Research Paper Series 119, Thurgauer Wirtschaftsinstitut, Universität Konstanz.
  41. Eun Young Choi & Seung-Hye Choi & Haeyoung Lee, 2021. "The Association between Job Quality Profiles and Work-Life Balance among Female Employees in Korea: A Latent Profile Analysis," IJERPH, MDPI, vol. 18(4), pages 1-12, February.
  42. Alyssa Lozano & Tae Kyoung Lee & Elliott R. Weinstein & Yannine Estrada & Beck Graefe & Maria I. Tapia & Guillermo Prado, 2023. "Trajectories of Drug Use and Depressive Symptoms among Latinx Youth and Sexual Minority Youth," IJERPH, MDPI, vol. 20(10), pages 1-13, May.
  43. Wang, Meng-Cheng & Gong, Jie & Gao, Yu & Zhang, Xintong & Yang, Wengdeng & Luo, Jie, 2020. "Variants of psychopathy in Chinese male offenders: A latent profile analysis in a large prison sample," Journal of Criminal Justice, Elsevier, vol. 69(C).
  44. Lehrl, Simone & Smidt, Wilfried & Grosse, Christiane & Richter, David, 2014. "Patterns of Literacy and Numeracy Activities in Preschool and Their Relation to Structural Characteristics and Children's Home Activities," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 29(5), pages 577-597.
  45. Martin Lukac & Nadja Doerflinger & Valeria Pulignano, 2019. "Developing a Cross-National Comparative Framework for Studying Labour Market Segmentation: Measurement Equivalence with Latent Class Analysis," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 145(1), pages 233-255, August.
  46. Bakk, Zsuzsa & Kuha, Jouni, 2018. "Two-step estimation of models between latent classes and external variables," LSE Research Online Documents on Economics 85161, London School of Economics and Political Science, LSE Library.
  47. Konte M., 2014. "Do remittances not promote growth? : a bias-adjusted three-step mixture-of-regressions," MERIT Working Papers 2014-075, United Nations University - Maastricht Economic and Social Research Institute on Innovation and Technology (MERIT).
  48. Keunbok Lee, 2021. "Different Discussion Partners and Their Effect on Depression among Older Adults," Social Sciences, MDPI, vol. 10(6), pages 1-22, June.
  49. Lindsay Richards, 2016. "For Whom Money Matters Less: Social Connectedness as a Resilience Resource in the UK," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 125(2), pages 509-535, January.
  50. Linzer, Drew A. & Lewis, Jeffrey B., 2011. "poLCA: An R Package for Polytomous Variable Latent Class Analysis," Journal of Statistical Software, Foundation for Open Access Statistics, vol. 42(i10).
  51. Haein Lee & In-Seo La, 2021. "Latent Class Analysis of Obesogenic Behaviors among Korean Adolescents: Associations with Weight-Related Outcomes," IJERPH, MDPI, vol. 18(21), pages 1-14, October.
  52. Zsuzsa Bakk & Jouni Kuha, 2018. "Two-Step Estimation of Models Between Latent Classes and External Variables," Psychometrika, Springer;The Psychometric Society, vol. 83(4), pages 871-892, December.
  53. Lucy Prior, 2021. "Allostatic Load and Exposure Histories of Disadvantage," IJERPH, MDPI, vol. 18(14), pages 1-17, July.
  54. Andrea Bazzoli & Tahira M. Probst & Hyun Jung Lee, 2021. "Economic Stressors, COVID-19 Attitudes, Worry, and Behaviors among U.S. Working Adults: A Mixture Analysis," IJERPH, MDPI, vol. 18(5), pages 1-14, February.
  55. Fabian Dvorak & Sebastian Fehrler, 2024. "Negotiating Cooperation under Uncertainty: Communication in Noisy, Indefinitely Repeated Interactions," American Economic Journal: Microeconomics, American Economic Association, vol. 16(3), pages 232-258, August.
  56. Jason V. Chen & Kurt H. Gee & Jed J. Neilson, 2021. "Disclosure Prominence and the Quality of Non‐GAAP Earnings," Journal of Accounting Research, Wiley Blackwell, vol. 59(1), pages 163-213, March.
  57. F. J. Clouth & S. Pauws & F. Mols & J. K. Vermunt, 2022. "A new three-step method for using inverse propensity weighting with latent class analysis," Advances in Data Analysis and Classification, Springer;German Classification Society - Gesellschaft für Klassifikation (GfKl);Japanese Classification Society (JCS);Classification and Data Analysis Group of the Italian Statistical Society (CLADAG);International Federation of Classification Societies (IFCS), vol. 16(2), pages 351-371, June.
  58. Stefanie Mollborn & Elizabeth Lawrence & Patrick M. Krueger, 2021. "Developing Health Lifestyle Pathways and Social Inequalities Across Early Childhood," Population Research and Policy Review, Springer;Southern Demographic Association (SDA), vol. 40(5), pages 1085-1117, October.
  59. Lekkas, Peter & Howard, Natasha J & Stankov, Ivana & daniel, mark & Paquet, Catherine, 2019. "A Longitudinal Typology of Neighbourhood-level Social Fragmentation: A Finite Mixture Model Approach," SocArXiv 56x9c, Center for Open Science.
  60. Woosang Hwang & Xiaoyu Fu & Maria Teresa Brown & Merril Silverstein, 2022. "Digital and Non-Digital Solidarity between Older Parents and Their Middle-Aged Children: Associations with Mental Health during the COVID-19 Pandemic," IJERPH, MDPI, vol. 19(19), pages 1-12, October.
  61. Zhu, Yajing & Steele, Fiona & Moustaki, Irini, 2017. "A general 3-step maximum likelihood approach to estimate the effects of multiple latent categorical variables on a distal outcome," LSE Research Online Documents on Economics 81850, London School of Economics and Political Science, LSE Library.
  62. Ruth Salway & Simon J. Sebire & Byron Tibbitts & Emily Sanderson & Rebecca Kandiyali & Kate Willis & Stephanie J. MacNeill & Russell Jago, 2020. "Physical Activity and Psychosocial Characteristics of the Peer Supporters in the PLAN-A Study—A Latent Class Analysis," IJERPH, MDPI, vol. 17(21), pages 1-15, October.
  63. Alexandre Morin & John Meyer & Dennis McInerney & Herbert Marsh & Fraide Ganotice, 2015. "Profiles of dual commitment to the occupation and organization: Relations to well-being and turnover intentions," Asia Pacific Journal of Management, Springer, vol. 32(3), pages 717-744, September.
  64. Lawrence, Elizabeth M. & Mollborn, Stefanie & Hummer, Robert A., 2017. "Health lifestyles across the transition to adulthood: Implications for health," Social Science & Medicine, Elsevier, vol. 193(C), pages 23-32.
  65. Paweł A. Atroszko & Bartosz Atroszko & Edyta Charzyńska, 2021. "Subpopulations of Addictive Behaviors in Different Sample Types and Their Relationships with Gender, Personality, and Well-Being: Latent Profile vs. Latent Class Analysis," IJERPH, MDPI, vol. 18(16), pages 1-29, August.
  66. Stefan Fors & Ylva B. Almquist & Lars Brännström, 2019. "Coexisting Social, Economic, and Health-Related Disadvantages in More than 2.4 Million Swedes: Combining Variable-Centred and Person-Centred Approaches," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 143(1), pages 115-132, May.
  67. Seohee Park & Seongeun Kim & Ji Hoon Ryoo, 2020. "Latent Class Regression Utilizing Fuzzy Clusterwise Generalized Structured Component Analysis," Mathematics, MDPI, vol. 8(11), pages 1-16, November.
  68. Gish, J. Jeffrey & Guedes, Maria João & Silva, Bárbara G. & Patel, Pankaj C., 2022. "Latent profiles of personality, temperament, and eudaimonic well-being: Comparing life satisfaction and health outcomes among entrepreneurs and employees," Journal of Business Venturing Insights, Elsevier, vol. 17(C).
  69. Bo Lv & Lijie Lv, 2021. "Out-of-School Activities on Weekdays and Adolescent Adjustment in China: a Person-Centered Approach," Child Indicators Research, Springer;The International Society of Child Indicators (ISCI), vol. 14(2), pages 783-798, April.
  70. Brewsaugh, Katrina & Masyn, Katherine E. & Salloum, Alison, 2018. "Child welfare workers' sexism and beliefs about father involvement," Children and Youth Services Review, Elsevier, vol. 89(C), pages 132-144.
  71. Cannas Aghedu, Fabio & Blais, Martin & Philibert, Mathieu & Côté, Isabel & Samoilenko, Mariia & Chamberland, Line, 2022. "Social resource patterns and health outcomes among Canadian LGBTQ2+ adults: A latent class analysis," Social Science & Medicine, Elsevier, vol. 314(C).
  72. Janez Dolšak & Nevenka Hrovatin & Jelena Zorić, 2020. "Analysing Consumer Preferences, Characteristics, and Behaviour to Identify Energy-Efficient Consumers," Sustainability, MDPI, vol. 12(23), pages 1-19, November.
  73. Diyang Qu & Bowen Chen & Iris Kam-fung Liu & Chrystyna D. Kouros & Nancy Xiaonan Yu, 2023. "Variations in Adaptation Profiles Among Chinese Immigrant Mothers and Their Children: A Dyadic Latent Profile Analysis," Journal of Happiness Studies, Springer, vol. 24(4), pages 1397-1418, April.
  74. Jennifer Oser & Marc Hooghe & Zsuzsa Bakk & Roberto Mari, 2023. "Changing citizenship norms among adolescents, 1999-2009-2016: A two-step latent class approach with measurement equivalence testing," Quality & Quantity: International Journal of Methodology, Springer, vol. 57(5), pages 4915-4933, October.
  75. Christopher J. Fariss & Therese Anders & Jonathan N. Markowitz & Miriam Barnum, 2022. "New Estimates of Over 500 Years of Historic GDP and Population Data," Journal of Conflict Resolution, Peace Science Society (International), vol. 66(3), pages 553-591, April.
  76. Durante, Daniele & Canale, Antonio & Rigon, Tommaso, 2019. "A nested expectation–maximization algorithm for latent class models with covariates," Statistics & Probability Letters, Elsevier, vol. 146(C), pages 97-103.
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