Tim F. Liao

Personal Details

First Name:	Tim
Middle Name:	F.
Last Name:	Liao
Suffix:
RePEc Short-ID:	pli1710
	[This author has chosen not to make the email address public]
	https://sociology.illinois.edu/directory/profile/tfliao

Citations

Many of the citations below have been collected in an experimental project, CitEc, where a more detailed citation analysis can be found. These are citations from works listed in RePEc that could be analyzed mechanically. So far, only a minority of all works could be analyzed. See under "Corrections" how you can help improve the citation analysis.

Working papers

1. Liao, Tim, 2003. "Mental health, teenage motherhood, and age at first birth among British women in the 1990s," ISER Working Paper Series 2003-33, Institute for Social and Economic Research.

   Cited by:

   1. Pınar Mine Güneş, 2016. "The effects of teenage childbearing on long-term health in the US: a twin-fixed-effects approach," Review of Economics of the Household, Springer, vol. 14(4), pages 891-920, December.
   2. Gunes, Pinar Mine & Tsaneva, Magda, 2020. "The effects of teenage childbearing on education, physical health, and mental distress: evidence from Mexico," Journal of Demographic Economics, Cambridge University Press, vol. 86(2), pages 183-206, June.
      • Pinar Mine GUNES & Magda TSANEVA, 2020. "The Effects of Teenage Childbearing on Education, Physical Health, and Mental Distress: Evidence from Mexico," JODE - Journal of Demographic Economics, Cambridge University Press, vol. 86(2), pages 183-206, June.

Articles

1. Xinxian Wang & Jun He & Tim Futing Liao & Gaoxiang Gu, 2023. "Does Air Pollution Influence the Settlement Intention of the Floating Population in China? Individual Heterogeneity and City Characteristics," Sustainability, MDPI, vol. 15(4), pages 1-17, February.

   Cited by:

   1. Dan Sun & Guochang Zhao, 2023. "Urban Environment Quality and Migrant Settlement Intentions: Evidence from China’s Hygienic Cities Initiative," Sustainability, MDPI, vol. 15(17), pages 1-20, August.
   2. Yaobin Wang & Ruitao Zhao & Ying Li & Rong Yao & Ruoxue Wu & Wenlin Li, 2023. "Spatial and Temporal Heterogeneity of Rural Habitat Level Evolution and Its Influencing Factors—A Case Study of Rural Villages in Nature a Reserve of China," Sustainability, MDPI, vol. 15(7), pages 1-25, March.

2. Liao, Tim F. & Bolano, Danilo & Brzinsky-Fay, Christian & Cornwell, Benjamin & Fasang, Anette Eva & Helske, Satu & Piccarreta, Raffaella & Raab, Marcel & Ritschard, Gilbert & Struffolino, Emanuela & S, 2022. "Sequence analysis: Its past, present, and future," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 107, pages 1-1.

   Cited by:

   1. Anne Otto & Sebastian Losacker & Hendrik Hansmeier, 2025. "Relatedness, complexity, and regional development paths in Germany: a sequencing approach," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 74(2), pages 1-26, June.
   2. Kevin Emery & Matthias Studer & André Berchtold, 2025. "Comparison of imputation methods for univariate categorical longitudinal data," Quality & Quantity: International Journal of Methodology, Springer, vol. 59(2), pages 1767-1791, April.
   3. Lídia Montero & Lucía Mejía-Dorantes & Jaume Barceló, 2024. "Land Use, Travel Patterns and Gender in Barcelona: A Sequence Analysis Approach," Sustainability, MDPI, vol. 16(20), pages 1-26, October.
   4. Montorsi, Carlotta & Fusco, Alessio & Van Kerm, Philippe & Bordas, Stéphane P.A., 2024. "Predicting depression in old age: Combining life course data with machine learning," Economics & Human Biology, Elsevier, vol. 52(C).
   5. Mateo Pinones, Mariel & McGee, Tara Renae & Bond, Christine & Payne, Jason, 2025. "The temporal ordering of offending and victimisation in early adulthood among people who use substances in Chile: A multichannel sequence analysis," Journal of Criminal Justice, Elsevier, vol. 98(C).
   6. Pacca, Lucia & Gaye, S. Amina & Brenowitz, Willa D. & Fujishiro, Kaori & Glymour, M. Maria & Harrati, Amal & Vable, Anusha M., 2025. "Do type, timing and duration of life course non-employment differentially predict dementia risk? An application of sequence analysis," Social Science & Medicine, Elsevier, vol. 372(C).
   7. Vecgaile, Linda & Spata, Alessandro & Vecchietti, Luiz Felipe & Zagheni, Emilio, 2025. "Predicting Individual Life Trajectories: Addressing Uncertainty in Social Employment Transitions," SocArXiv 7ut9m_v1, Center for Open Science.
   8. Marcantonio Caltabiano & Silvia Meggiolaro & Valentina Tocchioni, 2023. "The impact of parental separation on the pattern of transition to adulthood in Italy," Econometrics Working Papers Archive 2023_07, Universita' degli Studi di Firenze, Dipartimento di Statistica, Informatica, Applicazioni "G. Parenti".
   9. Raffaella Piccarreta & Emanuela Struffolino, 2024. "Identifying and Qualifying Deviant Cases in Clusters of Sequences: The Why and The How," European Journal of Population, Springer;European Association for Population Studies, vol. 40(1), pages 1-19, December.

3. Christian Hennig & Tim F. Liao, 2013. "How to find an appropriate clustering for mixed-type variables with application to socio-economic stratification," Journal of the Royal Statistical Society Series C, Royal Statistical Society, vol. 62(3), pages 309-369, May.

   Cited by:

   1. Andrea Cerasa, 2016. "Combining homogeneous groups of preclassified observations with application to international trade," Statistica Neerlandica, Netherlands Society for Statistics and Operations Research, vol. 70(3), pages 229-259, August.
   2. Brittney Goodrich & Jisang Yu & Monte Vandeveer, 2020. "Participation patterns of the rainfall index insurance for pasture, rangeland and forage programme," The Geneva Papers on Risk and Insurance - Issues and Practice, Palgrave Macmillan;The Geneva Association, vol. 45(1), pages 29-51, January.
   3. Fernández, D. & Arnold, R. & Pledger, S., 2016. "Mixture-based clustering for the ordered stereotype model," Computational Statistics & Data Analysis, Elsevier, vol. 93(C), pages 46-75.
   4. Morgan, Grant B. & Hodge, Kari J. & Baggett, Aaron R., 2016. "Latent profile analysis with nonnormal mixtures: A Monte Carlo examination of model selection using fit indices," Computational Statistics & Data Analysis, Elsevier, vol. 93(C), pages 146-161.
   5. Rabea Aschenbruck & Gero Szepannek & Adalbert F. X. Wilhelm, 2023. "Imputation Strategies for Clustering Mixed-Type Data with Missing Values," Journal of Classification, Springer;The Classification Society, vol. 40(1), pages 2-24, April.
   6. Andrew Gelman & Christian Hennig, 2017. "Beyond subjective and objective in statistics," Journal of the Royal Statistical Society Series A, Royal Statistical Society, vol. 180(4), pages 967-1033, October.
   7. Utkarsh J. Dang & Antonio Punzo & Paul D. McNicholas & Salvatore Ingrassia & Ryan P. Browne, 2017. "Multivariate Response and Parsimony for Gaussian Cluster-Weighted Models," Journal of Classification, Springer;The Classification Society, vol. 34(1), pages 4-34, April.
   8. Bettina Grün & Sara Dolnicar, 2016. "Response style corrected market segmentation for ordinal data," Marketing Letters, Springer, vol. 27(4), pages 729-741, December.
   9. Badih Ghattas & Alvaro Sanchez San-Benito, 2025. "Clustering Approaches for Mixed‐Type Data: A Comparative Study," Post-Print hal-05069567, HAL.
   10. Layal Christine Lettry, 2023. "Clustering the Swiss Pension Register," FSES Working Papers 529, Faculty of Economics and Social Sciences, University of Freiburg/Fribourg Switzerland.
   11. Nivorozhkin, Anton & Promberger, Markus, 2020. "Employment Subsidies for Long-Term Welfare Benefits Recipients: Reconciling Programmes Goals with Needs of Diverging Population Groups," IAB-Discussion Paper 202027, Institut für Arbeitsmarkt- und Berufsforschung (IAB), Nürnberg [Institute for Employment Research, Nuremberg, Germany].
   12. Jack Blundell, 2020. "Clusters in UK Self-Employment," CEP Occasional Papers 48, Centre for Economic Performance, LSE.
   13. Pietro Coretto & Christian Hennig, 2016. "Robust Improper Maximum Likelihood: Tuning, Computation, and a Comparison With Other Methods for Robust Gaussian Clustering," Journal of the American Statistical Association, Taylor & Francis Journals, vol. 111(516), pages 1648-1659, October.
   14. Sophia Terwiel & John F Rauthmann & Maike Luhmann, 2020. "Using the situational characteristics of the DIAMONDS taxonomy to distinguish sports to more precisely investigate their relation with psychologically relevant variables," PLOS ONE, Public Library of Science, vol. 15(10), pages 1-15, October.
   15. Elvira Pelle & Roberta Pappadà, 2021. "A clustering procedure for mixed-type data to explore ego network typologies: an application to elderly people living alone in Italy," Statistical Methods & Applications, Springer;Società Italiana di Statistica, vol. 30(5), pages 1507-1533, December.
   16. Jean-Patrick Baudry & Margarida Cardoso & Gilles Celeux & Maria Amorim & Ana Ferreira, 2015. "Enhancing the selection of a model-based clustering with external categorical 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. 9(2), pages 177-196, June.
   17. Pietro Coretto & Michele La Rocca & Giuseppe Storti, 2020. "Improving Many Volatility Forecasts Using Cross-Sectional Volatility Clusters," JRFM, MDPI, vol. 13(4), pages 1-23, March.
   18. Raoofpanah, Iman & Zamudio, César & Groening, Christopher, 2023. "Review reader segmentation based on the heterogeneous impacts of review and reviewer attributes on review helpfulness: A study involving ZIP code data," Journal of Retailing and Consumer Services, Elsevier, vol. 72(C).
   19. Madero-Cabib, Ignacio & Fasang, Anette Eva, 2016. "Gendered work-family life courses and financial well-being in retirement," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 27, pages 43-60.
   20. Goodrich, Brittney K. & Yu, Jisang, "undated". "Risk Preferences and the Participation Pattern of Rainfall Index Insurance," 2018 Annual Meeting, August 5-7, Washington, D.C. 273879, Agricultural and Applied Economics Association.
   21. Jonathon J. O’Brien & Michael T. Lawson & Devin K. Schweppe & Bahjat F. Qaqish, 2020. "Suboptimal Comparison of Partitions," Journal of Classification, Springer;The Classification Society, vol. 37(2), pages 435-461, July.
   22. Roberto Mari & Roberto Rocci & Stefano Antonio Gattone, 2020. "Scale-constrained approaches for maximum likelihood estimation and model selection of clusterwise linear regression models," Statistical Methods & Applications, Springer;Società Italiana di Statistica, vol. 29(1), pages 49-78, March.
   23. Muhammad Safdar & Ming Zhong & Linfeng Li & Asif Raza & John Douglas Hunt, 2025. "Development of a Differential Spatial Economic Modeling Method for Improved Land Use and Multimodal Transportation Planning," Land, MDPI, vol. 14(4), pages 1-49, April.
   24. Goodrich, Brittney K. & Goodhue, Rachael E., 2020. "Are All Colonies Created Equal? The Role of Honey Bee Colony Strength in Almond Pollination Contracts," Ecological Economics, Elsevier, vol. 177(C).
   25. Natalia Zdanowska, 2023. "Socio-spatial Inequalities in a Context of "Great Economic Wealth". Case study of neighbourhoods of Luxembourg City," Papers 2307.09251, arXiv.org.
   26. Marcel Raab & Anette Fasang & Aleksi Karhula & Jani Erola, 2014. "Sibling Similarity in Family Formation," Demography, Springer;Population Association of America (PAA), vol. 51(6), pages 2127-2154, December.
   27. Salvatore Ingrassia & Antonio Punzo & Giorgio Vittadini & Simona Minotti, 2015. "Erratum to: The Generalized Linear Mixed Cluster-Weighted Model," Journal of Classification, Springer;The Classification Society, vol. 32(2), pages 327-355, July.
       • Salvatore Ingrassia & Antonio Punzo & Giorgio Vittadini & Simona Minotti, 2015. "The Generalized Linear Mixed Cluster-Weighted Model," Journal of Classification, Springer;The Classification Society, vol. 32(1), pages 85-113, April.
   28. Abby Flynt & Nema Dean, 2016. "A Survey of Popular R Packages for Cluster Analysis," Journal of Educational and Behavioral Statistics, , vol. 41(2), pages 205-225, April.
   29. Clara Dugord & Carine Franc, 2022. "Trajectories and individual determinants of regular cancer screening use over a long period based on data from the French E3N cohort," Post-Print hal-04385507, HAL.
   30. Dugord, Clara & Franc, Carine, 2022. "Trajectories and individual determinants of regular cancer screening use over a long period based on data from the French E3N cohort," Social Science & Medicine, Elsevier, vol. 294(C).
   31. Lauren Eyler & Alan Hubbard & Catherine Juillard, 2019. "Optimization and validation of the EconomicClusters model for facilitating global health disparities research: Examples from Cameroon and Ghana," PLOS ONE, Public Library of Science, vol. 14(5), pages 1-22, May.
   32. Balabdaoui, Fadoua & Butucea, Cristina, 2014. "On location mixtures with Pólya frequency components," Statistics & Probability Letters, Elsevier, vol. 95(C), pages 144-149.
   33. Stavros Athanasiadis, 2023. "European Insurance Market Analysis via a Joint Functional Clustering Method," Economics Working Papers 2023-06, University of South Bohemia in Ceske Budejovice, Faculty of Economics, revised 30 Nov 2023.
   34. Bettina Grün & Gertraud Malsiner-Walli & Sylvia Frühwirth-Schnatter, 2022. "How many data clusters are in the Galaxy data set?," 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 325-349, June.
   35. Francesco Dotto & Alessio Farcomeni & Luis Angel García-Escudero & Agustín Mayo-Iscar, 2017. "A fuzzy approach to robust regression clustering," 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. 11(4), pages 691-710, December.
   36. Efthymios Costa & Ioanna Papatsouma & Angelos Markos, 2023. "Benchmarking distance-based partitioning methods for mixed-type data," 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. 17(3), pages 701-724, September.

4. Tim Liao, 2000. "Estimated Precision for Predictions from Generalized Linear Models in Sociological Research," Quality & Quantity: International Journal of Methodology, Springer, vol. 34(2), pages 137-152, May.

   Cited by:

   1. Jun Xu & J. Scott Long, 2005. "Confidence intervals for predicted outcomes in regression models for categorical outcomes," Stata Journal, StataCorp LLC, vol. 5(4), pages 537-559, December.

5. Tim Liao, 1995. "The nonrandom selection of don't knows in binary and ordinal responses: Corrections with the bivariate probit model with sample selection," Quality & Quantity: International Journal of Methodology, Springer, vol. 29(1), pages 87-110, February.

   Cited by:

   1. Ute Filipiak, 2013. "Trusting Financial Institutions: Out of Reach, out of Trust?," Schumpeter Discussion Papers sdp13002, Universitätsbibliothek Wuppertal, University Library.
   2. Ayça Akarçay & Sezgin Polat, 2023. "Reluctance to report criminal incidents: limited access to justice, social exclusion, and gender," European Journal of Law and Economics, Springer, vol. 55(1), pages 145-166, February.
   3. Filipiak, Ute, 2016. "Trusting financial institutions: Out of reach, out of trust?," The Quarterly Review of Economics and Finance, Elsevier, vol. 59(C), pages 200-214.
   4. Sheila Ferrer & Tomás Ruiz, 2017. "Comparison on travel scheduling between driving and walking trips by habitual car users," Transportation, Springer, vol. 44(1), pages 27-48, January.
   5. Jonathan P. Kastellec & Jeffrey R. Lax, 2008. "Case Selection and the Study of Judicial Politics," Journal of Empirical Legal Studies, John Wiley & Sons, vol. 5(3), pages 407-446, September.

6. Tim Liao, 1992. "A modified GMDH approach for social science research: exploring patterns of relationships in the data," Quality & Quantity: International Journal of Methodology, Springer, vol. 26(1), pages 19-38, February.

   Cited by:

   1. Baker, Bruce D., 2001. "Can flexible non-linear modeling tell us anything new about educational productivity?," Economics of Education Review, Elsevier, vol. 20(1), pages 81-92, February.
   2. Baker, Bruce D. & Richards, Craig E., 1999. "A comparison of conventional linear regression methods and neural networks for forecasting educational spending," Economics of Education Review, Elsevier, vol. 18(4), pages 405-415, October.

7. Tim Liao, 1989. "A Flexible Approach for the Decomposition of Rate Differences," Demography, Springer;Population Association of America (PAA), vol. 26(4), pages 717-726, November.

   Cited by:

   1. Clifford C. Clogg & James W. Shockey & Scott R. Eliason, 1990. "A General Statistical Framework for Adjustment of Rates," Sociological Methods & Research, , vol. 19(2), pages 156-195, November.
   2. Manfred Te Grotenhuis & Rob Eisinga & Peer Scheepers, 2004. "The Method of Purging Applied to Repeated Cross-Sectional Data," Quality & Quantity: International Journal of Methodology, Springer, vol. 38(1), pages 1-16, February.
   3. L. Buron & R. Haveman & O. O'Donnell, "undated". "The Utilization of U.S. male labor, 1975-1992: Estimates of foregone work hours," Institute for Research on Poverty Discussion Papers 1059-95, University of Wisconsin Institute for Research on Poverty.
      • Lawrence Buron & Robert Haveman & Owen O'Donnell, 1994. "The Utilization of U.S. Male Labor, 1975-1992: Estimates of Forgone Work Hours," Economics Working Paper Archive wp_123, Levy Economics Institute.
   4. Fuchs, Johann & Söhnlein, Doris, 2007. "Einflussfaktoren auf das Erwerbspersonenpotenzial : Demografie und Erwerbsverhalten in Ost- und Westdeutschland," IAB-Discussion Paper 200712, Institut für Arbeitsmarkt- und Berufsforschung (IAB), Nürnberg [Institute for Employment Research, Nuremberg, Germany].

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NEP Fields

NEP is an announcement service for new working papers, with a weekly report in each of many fields. This author has had 1 paper announced in NEP. These are the fields, ordered by number of announcements, along with their dates. If the author is listed in the directory of specialists for this field, a link is also provided.

1. NEP-EEC: European Economics (1) 2004-01-18
2. NEP-HEA: Health Economics (1) 2004-01-18

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