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Model selection and Akaike's Information Criterion (AIC): The general theory and its analytical extensions

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Cited by:

  1. Ting Lin, 2012. "Estimating latent class model parameters for filter questions with skip patterns," Quality & Quantity: International Journal of Methodology, Springer, vol. 46(2), pages 545-552, February.
  2. Rocchi, L. & Campioni, R. & Brunori, A. & Mariano, E., 2023. "Environmental certification of woody charcoal: A choice experiments application," Forest Policy and Economics, Elsevier, vol. 154(C).
  3. dos Santos, Fabio Luis Marques & Duboz, Amandine & Grosso, Monica & Raposo, María Alonso & Krause, Jette & Mourtzouchou, Andromachi & Balahur, Alexandra & Ciuffo, Biagio, 2022. "An acceptance divergence? Media, citizens and policy perspectives on autonomous cars in the European Union," Transportation Research Part A: Policy and Practice, Elsevier, vol. 158(C), pages 224-238.
  4. 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.
  5. Michael J. Hicks, 2014. "Do Good Fences Make Good Neighbors? The Cross Border Impact of Casino Entrance," Growth and Change, Wiley Blackwell, vol. 45(1), pages 5-20, March.
  6. Nguyen Thi Hoang Yen, 2019. "Corporate Image and Customer Responses to Organisational Transformation in B2B Context: An Empirical Research in Vietnam," Journal of Entrepreneurship and Innovation in Emerging Economies, Entrepreneurship Development Institute of India, vol. 5(2), pages 163-179, July.
  7. Munzel, Andreas & Meyer-Waarden, Lars & Galan, Jean-Philippe, 2018. "The social side of sustainability: Well-being as a driver and an outcome of social relationships and interactions on social networking sites," Technological Forecasting and Social Change, Elsevier, vol. 130(C), pages 14-27.
  8. Francesco, Bartolucci & Silvia, Bacci & Claudia, Pigini, 2015. "A misspecification test for finite-mixture logistic models for clustered binary and ordered responses," MPRA Paper 64220, University Library of Munich, Germany.
  9. Eleni Matechou & Ivy Liu & Daniel Fernández & Miguel Farias & Bergljot Gjelsvik, 2016. "Biclustering Models for Two-Mode Ordinal Data," Psychometrika, Springer;The Psychometric Society, vol. 81(3), pages 611-624, September.
  10. William Breffle & Edward Morey & Jennifer Thacher, 2011. "A Joint Latent-Class Model: Combining Likert-Scale Preference Statements With Choice Data to Harvest Preference Heterogeneity," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 50(1), pages 83-110, September.
  11. Jung, Hyekyung & Schafer, Joseph L. & Seo, Byungtae, 2011. "A latent class selection model for nonignorably missing data," Computational Statistics & Data Analysis, Elsevier, vol. 55(1), pages 802-812, January.
  12. Lianfa Li & Jiehao Zhang & Wenyang Qiu & Jinfeng Wang & Ying Fang, 2017. "An Ensemble Spatiotemporal Model for Predicting PM 2.5 Concentrations," IJERPH, MDPI, vol. 14(5), pages 1-20, May.
  13. Ioana Gutu & Daniela Tatiana Agheorghiesei & Alexandru Tugui, 2023. "Assessment of a Workforce Sustainability Tool through Leadership and Digitalization," IJERPH, MDPI, vol. 20(2), pages 1-30, January.
  14. Bozdogan, Hamparsum & Haughton, Dominique M. A., 1998. "Informational complexity criteria for regression models," Computational Statistics & Data Analysis, Elsevier, vol. 28(1), pages 51-76, July.
  15. Marianna Virtanen & Jussi Vahtera & Jenny Head & Rosemary Dray-Spira & Annaleena Okuloff & Adam G Tabak & Marcel Goldberg & Jenni Ervasti & Markus Jokela & Archana Singh-Manoux & Jaana Pentti & Marie , 2015. "Work Disability among Employees with Diabetes: Latent Class Analysis of Risk Factors in Three Prospective Cohort Studies," PLOS ONE, Public Library of Science, vol. 10(11), pages 1-14, November.
  16. Raymond Sin-Kwok Wong, 1994. "Model Selection Strategies and the Use of Association Models to Detect Group Differences," Sociological Methods & Research, , vol. 22(4), pages 460-491, May.
  17. Honghu Liu & Yan Zheng & Jie Shen, 2008. "Goodness-of-fit measures of R2 for repeated measures mixed effect models," Journal of Applied Statistics, Taylor & Francis Journals, vol. 35(10), pages 1081-1092.
  18. Pascal Ohlhausen & Nina Langen, 2021. "Spontaneous Variety-Seeking Meal Choice in Business Canteens Impedes Sustainable Production," Sustainability, MDPI, vol. 13(2), pages 1-15, January.
  19. Luca Menghini & Cristian Balducci, 2021. "The Importance of Contextualized Psychosocial Risk Indicators in Workplace Stress Assessment: Evidence from the Healthcare Sector," IJERPH, MDPI, vol. 18(6), pages 1-13, March.
  20. Cordula Hinkes & Inken Christoph-Schulz, 2020. "No Palm Oil or Certified Sustainable Palm Oil? Heterogeneous Consumer Preferences and the Role of Information," Sustainability, MDPI, vol. 12(18), pages 1-26, September.
  21. Emmanuel Afuecheta & Idika E. Okorie & Saralees Nadarajah & Geraldine E. Nzeribe, 2024. "Forecasting Value at Risk and Expected Shortfall of Foreign Exchange Rate Volatility of Major African Currencies via GARCH and Dynamic Conditional Correlation Analysis," Computational Economics, Springer;Society for Computational Economics, vol. 63(1), pages 271-304, January.
  22. Yuki Kawakubo & Tatsuya Kubokawa & Muni S. Srivastava, 2015. "A Variant of AIC Using Bayesian Marginal Likelihood," CIRJE F-Series CIRJE-F-971, CIRJE, Faculty of Economics, University of Tokyo.
  23. Ryoya Oda & Hirokazu Yanagihara & Yasunori Fujikoshi, 2021. "Strong Consistency of Log-Likelihood-Based Information Criterion in High-Dimensional Canonical Correlation Analysis," Sankhya A: The Indian Journal of Statistics, Springer;Indian Statistical Institute, vol. 83(1), pages 109-127, February.
  24. Bearse, Peter & Gurmu, Shiferaw & Rapaport, Carol & Stern, Steven, 2004. "Paratransit demand of disabled people," Transportation Research Part B: Methodological, Elsevier, vol. 38(9), pages 809-831, November.
  25. Clemes, Michael D. & Brush, Gregory J. & Collins, Mark J., 2011. "Analysing the professional sport experience: A hierarchical approach," Sport Management Review, Elsevier, vol. 14(4), pages 370-388.
  26. Michela Gnaldi & Simone Del Sarto, 2018. "Time Use Habits of Italian Generation Y: Dimensions of Leisure Preferences," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 138(3), pages 1187-1203, August.
  27. Antoni Bosch-Domènech & José Montalvo & Rosemarie Nagel & Albert Satorra, 2010. "A finite mixture analysis of beauty-contest data using generalized beta distributions," Experimental Economics, Springer;Economic Science Association, vol. 13(4), pages 461-475, December.
  28. Meldrum, James R., 2015. "Comparing different attitude statements in latent class models of stated preferences for managing an invasive forest pathogen," Ecological Economics, Elsevier, vol. 120(C), pages 13-22.
  29. Bram van Dijk & Philip Hans Franses & Richard Paap & Dick van Dijk, 2011. "Modelling regional house prices," Applied Economics, Taylor & Francis Journals, vol. 43(17), pages 2097-2110.
  30. Jiang, Jiming & Nguyen, Thuan & Rao, J. Sunil, 2009. "A simplified adaptive fence procedure," Statistics & Probability Letters, Elsevier, vol. 79(5), pages 625-629, March.
  31. Raslan Alzuabi & Sarah Brown & Mark N. Harris & Karl Taylor, 2024. "Modelling the composition of household portfolios: A latent class approach," Canadian Journal of Economics/Revue canadienne d'économique, John Wiley & Sons, vol. 57(1), pages 243-275, February.
  32. Daliana Luca & Hato Schmeiser & Florian Schreiber, 2023. "Investment guarantees in financial products: an analysis of consumer preferences," The Geneva Papers on Risk and Insurance - Issues and Practice, Palgrave Macmillan;The Geneva Association, vol. 48(4), pages 906-940, October.
  33. 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.
  34. D. R. Anderson & K. P. Burnham & G. C. White, 1998. "Comparison of Akaike information criterion and consistent Akaike information criterion for model selection and statistical inference from capture-recapture studies," Journal of Applied Statistics, Taylor & Francis Journals, vol. 25(2), pages 263-282.
  35. Stahl, Dale O., 2001. "Population rule learning in symmetric normal-form games: theory and evidence," Journal of Economic Behavior & Organization, Elsevier, vol. 45(1), pages 19-35, May.
  36. Franceschinis, Cristiano & Thiene, Mara & Scarpa, Riccardo & Rose, John & Moretto, Michele & Cavalli, Raffaele, 2017. "Adoption of renewable heating systems: An empirical test of the diffusion of innovation theory," Energy, Elsevier, vol. 125(C), pages 313-326.
  37. Daniela Andreini & Diego Rinallo & Giuseppe Pedeliento & Mara Bergamaschi, 2017. "Brands and Religion in the Secularized Marketplace and Workplace: Insights from the Case of an Italian Hospital Renamed After a Roman Catholic Pope," Journal of Business Ethics, Springer, vol. 141(3), pages 529-550, March.
  38. Hoben Thomas, 1989. "A mixture model for distributions of correlation coefficients," Psychometrika, Springer;The Psychometric Society, vol. 54(3), pages 523-530, September.
  39. Arantzazu Rodríguez-Fernández & Iker Izar-de-la-Fuente & Naiara Escalante & Lorea Azpiazu, 2021. "Perceived Social Support for a Sustainable Adolescence: A Theoretical Model of Its Sources and Types," Sustainability, MDPI, vol. 13(10), pages 1-13, May.
  40. Julia Kathrin Baumgart & Maaike Moes & Knut Skovereng & Gertjan Ettema & Øyvind Sandbakk, 2018. "Examination of gas exchange and blood lactate thresholds in Paralympic athletes during upper-body poling," PLOS ONE, Public Library of Science, vol. 13(10), pages 1-18, October.
  41. Kamakura, Wagner A. & Wedel, Michel, 1996. "Statistical data-fusion for cross-tabulation," Research Report 96B17, University of Groningen, Research Institute SOM (Systems, Organisations and Management).
  42. Alessandro Magrini, 2022. "Assessment of agricultural sustainability in European Union countries: a group-based multivariate trajectory approach," AStA Advances in Statistical Analysis, Springer;German Statistical Society, vol. 106(4), pages 673-703, December.
  43. Jaap Boter & Jan Rouwendal & Michel Wedel, 2005. "Employing Travel Time to Compare the Value of Competing Cultural Organizations," Journal of Cultural Economics, Springer;The Association for Cultural Economics International, vol. 29(1), pages 19-33, February.
  44. Kapetanios, George & Labhard, Vincent & Price, Simon, 2008. "Forecasting Using Bayesian and Information-Theoretic Model Averaging: An Application to U.K. Inflation," Journal of Business & Economic Statistics, American Statistical Association, vol. 26, pages 33-41, January.
  45. Brown, Gavin T.L. & Eklöf, Hanna, 2018. "Swedish student perceptions of achievement practices: The role of intelligence," Intelligence, Elsevier, vol. 69(C), pages 94-103.
  46. Ambrogi, Federico & Lama, Nicola & Boracchi, Patrizia & Biganzoli, Elia, 2007. "Selection of artificial neural network models for survival analysis with Genetic Algorithms," Computational Statistics & Data Analysis, Elsevier, vol. 52(1), pages 30-42, September.
  47. Mikos, Maria, 2019. "Zasięg dyfuzji bodźców gospodarczych– testowanie modelu rdzeń–peryferia w odniesieniu do kohezyjnej polityki regionalnej i lokalnej," Studia z Polityki Publicznej / Public Policy Studies, Warsaw School of Economics, vol. 6(2), pages 1-33, April.
  48. Amer Ibrahim Al-Omari & SidAhmed Benchiha & Ibrahim M. Almanjahie, 2022. "Efficient Estimation of Two-Parameter Xgamma Distribution Parameters Using Ranked Set Sampling Design," Mathematics, MDPI, vol. 10(17), pages 1-18, September.
  49. Peida Zhan & Xin Qiao, 2022. "DIAGNOSTIC Classification Analysis of Problem-Solving Competence using Process Data: An Item Expansion Method," Psychometrika, Springer;The Psychometric Society, vol. 87(4), pages 1529-1547, December.
  50. Rivas Palma, Rosa Maria & Manley, Bruce & Kerr, Geoffrey N., 2012. "Environmental and Social Values from Plantation Forests: A Study in New Zealand with Focus on the Hawke’s Bay Region," 2009 Conference, August 27-28, 2009, Nelson, New Zealand 136074, New Zealand Agricultural and Resource Economics Society.
  51. Antoni Bosch-Domenech & Jose Garcia-Montalvo & Rosemarie Nagel & Albert Satorra, 2004. "Finite mixture analysis of beauty-contest data from multiple samples," Artefactual Field Experiments 00013, The Field Experiments Website.
  52. Pendharkar, Parag C., 2006. "Scale economies and production function estimation for object-oriented software component and source code documentation size," European Journal of Operational Research, Elsevier, vol. 172(3), pages 1040-1050, August.
  53. Michel Wedel, 2001. "GLIMMIX: Software for Estimating Mixtures and Mixtures of Generalized Linear Models," Journal of Classification, Springer;The Classification Society, vol. 18(1), pages 129-135, January.
  54. Alessandro Chiarotto & Annette Bishop & Nadine E Foster & Kirsty Duncan & Ebenezer Afolabi & Raymond W Ostelo & Muirne C S Paap, 2018. "Item response theory evaluation of the biomedical scale of the Pain Attitudes and Beliefs Scale," PLOS ONE, Public Library of Science, vol. 13(9), pages 1-17, September.
  55. Helton Saulo & Alan Dasilva & Víctor Leiva & Luis Sánchez & Hanns de la Fuente‐Mella, 2022. "Log‐symmetric quantile regression models," Statistica Neerlandica, Netherlands Society for Statistics and Operations Research, vol. 76(2), pages 124-163, May.
  56. Ingrid C. Fideles & Rita de Cassia Coelho de Almeida Akutsu & Priscila R. F. Costa & Jamacy Costa-Souza & Raquel Braz Assunção Botelho & Renata Puppin Zandonadi, 2020. "Brazilian Community Restaurants’ Low-Income Food Handlers: Association between the Nutritional Status and the Presence of Non-Communicable Chronic Diseases," Sustainability, MDPI, vol. 12(8), pages 1-14, April.
  57. Lee, Jung Wun & Chung, Hwan & Jeon, Saebom, 2021. "Bayesian multivariate latent class profile analysis: Exploring the developmental progression of youth depression and substance use," Computational Statistics & Data Analysis, Elsevier, vol. 161(C).
  58. Simona Buscemi & Antonella Plaia, 2020. "Model selection in linear mixed-effect models," AStA Advances in Statistical Analysis, Springer;German Statistical Society, vol. 104(4), pages 529-575, December.
  59. Giulio Vidotto & Marco Vicentini & Piergiorgio Argentero & Philip Bromiley, 2008. "Assessment of Organizational Trust: Italian Adaptation and Factorial Validity of the Organizational Trust Inventory," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 88(3), pages 563-575, September.
  60. Tzougas, George & Hoon, W. L. & Lim, J. M., 2019. "The negative binomial-inverse Gaussian regression model with an application to insurance ratemaking," LSE Research Online Documents on Economics 101728, London School of Economics and Political Science, LSE Library.
  61. GONZALO, Jesus & PITARAKIS, Jean-Yves, 1994. "Comovements in Large Systems," LIDAM Discussion Papers CORE 1994065, Université catholique de Louvain, Center for Operations Research and Econometrics (CORE).
  62. Roderick McDonald, 1989. "An index of goodness-of-fit based on noncentrality," Journal of Classification, Springer;The Classification Society, vol. 6(1), pages 97-103, December.
  63. Sweeney, Jill & Swait, Joffre, 2008. "The effects of brand credibility on customer loyalty," Journal of Retailing and Consumer Services, Elsevier, vol. 15(3), pages 179-193.
  64. Wayne DeSarbo & Donald Lehmann & Gregory Carpenter & Indrajit Sinha, 1996. "A stochastic multidimensional unfolding approach for representing phased decision outcomes," Psychometrika, Springer;The Psychometric Society, vol. 61(3), pages 485-508, September.
  65. Wang, Wan-Lun & Castro, Luis M. & Lin, Tsung-I, 2017. "Automated learning of t factor analysis models with complete and incomplete data," Journal of Multivariate Analysis, Elsevier, vol. 161(C), pages 157-171.
  66. Zinn, Andrew, 2015. "A typology of supervision in child welfare: Multilevel latent class and confirmatory analyses of caseworker–supervisor relationship type," Children and Youth Services Review, Elsevier, vol. 48(C), pages 98-110.
  67. Wayne DeSarbo & Joonwook Park & Vithala Rao, 2011. "Deriving joint space positioning maps from consumer preference ratings," Marketing Letters, Springer, vol. 22(1), pages 1-14, March.
  68. Wayne S. DeSarbo & Alexandru M. Degeratu & Michel Wedel & M. Kim Saxton, 2001. "The Spatial Representation of Market Information," Marketing Science, INFORMS, vol. 20(4), pages 426-441, June.
  69. Danks, Nicholas P. & Sharma, Pratyush N. & Sarstedt, Marko, 2020. "Model selection uncertainty and multimodel inference in partial least squares structural equation modeling (PLS-SEM)," Journal of Business Research, Elsevier, vol. 113(C), pages 13-24.
  70. Michel Wedel & Wayne DeSarbo, 1995. "A mixture likelihood approach for generalized linear models," Journal of Classification, Springer;The Classification Society, vol. 12(1), pages 21-55, March.
  71. Kamel Jedidi & Wayne DeSarbo, 1991. "A stochastic multidimensional scaling procedure for the spatial representation of three-mode, three-way pick any/J data," Psychometrika, Springer;The Psychometric Society, vol. 56(3), pages 471-494, September.
  72. Artemis Koukounari & Christl A Donnelly & Irini Moustaki & Edridah M Tukahebwa & Narcis B Kabatereine & Shona Wilson & Joanne P Webster & André M Deelder & Birgitte J Vennervald & Govert J van Dam, 2013. "A Latent Markov Modelling Approach to the Evaluation of Circulating Cathodic Antigen Strips for Schistosomiasis Diagnosis Pre- and Post-Praziquantel Treatment in Uganda," PLOS Computational Biology, Public Library of Science, vol. 9(12), pages 1-10, December.
  73. Susko, Edward, 2003. "Weighted tests of homogeneity for testing the number of components in a mixture," Computational Statistics & Data Analysis, Elsevier, vol. 41(3-4), pages 367-378, January.
  74. Yuki Kawakubo & Tatsuya Kubokawa & Muni S. Srivastava, 2018. "A Variant of AIC Based on the Bayesian Marginal Likelihood," Sankhya B: The Indian Journal of Statistics, Springer;Indian Statistical Institute, vol. 80(1), pages 60-84, May.
  75. S. A. Abu Bakar & Saralees Nadarajah & Z. A. Absl Kamarul Adzhar, 2018. "Loss modeling using Burr mixtures," Empirical Economics, Springer, vol. 54(4), pages 1503-1516, June.
  76. Tammo H.A. Bijmolt & Michel Wedel & Wayne S. DeSarbo, 2021. "Adaptive Multidimensional Scaling: Brand Positioning Based on Decision Sets and Dissimilarity Judgments," Customer Needs and Solutions, Springer;Institute for Sustainable Innovation and Growth (iSIG), vol. 8(1), pages 1-15, June.
  77. Gwendolyn Aldrich & Kristine Grimsrud & Jennifer Thacher & Matthew Kotchen, 2007. "Relating environmental attitudes and contingent values: how robust are methods for identifying preference heterogeneity?," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 37(4), pages 757-775, August.
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  86. Aiste Dirzyte & Aidas Perminas & Egle Biliuniene, 2021. "Psychometric Properties of Satisfaction with Life Scale (SWLS) and Psychological Capital Questionnaire (PCQ-24) in the Lithuanian Population," IJERPH, MDPI, vol. 18(5), pages 1-26, March.
  87. Thushani Suleka Madhubhashini Elepathage & Danling Tang & Leo Oey, 2019. "The Pelagic Habitat of Swordfish ( Xiphias gladius ) in the Changing Environment of the North Indian Ocean," Sustainability, MDPI, vol. 11(24), pages 1-19, December.
  88. Eylem Deniz & Oguz Akbilgic & J. Andrew Howe, 2011. "Model selection using information criteria under a new estimation method: least squares ratio," Journal of Applied Statistics, Taylor & Francis Journals, vol. 38(9), pages 2043-2050, November.
  89. 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.
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  91. Julian Rossbroich & Jeffrey Durieux & Tom F. Wilderjans, 2022. "Model Selection Strategies for Determining the Optimal Number of Overlapping Clusters in Additive Overlapping Partitional Clustering," Journal of Classification, Springer;The Classification Society, vol. 39(2), pages 264-301, July.
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