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What to Do about Missing Values in Time‐Series Cross‐Section Data

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Cited by:

  1. Satre-Meloy, Aven, 2019. "Investigating structural and occupant drivers of annual residential electricity consumption using regularization in regression models," Energy, Elsevier, vol. 174(C), pages 148-168.
  2. Klebolte, Kimberly, 2021. "Employment Protection Legislation, Youth Unemployment and the Role of the Educational System," Junior Management Science (JUMS), Junior Management Science e. V., vol. 6(1), pages 60-80.
  3. Hashimoto, Barry, 2020. "Autocratic Consent to International Law: The Case of the International Criminal Court's Jurisdiction, 1998–2017," International Organization, Cambridge University Press, vol. 74(2), pages 331-362, April.
  4. Young Hwan Choi & Donghwi Jung, 2020. "Development of Cross-Domain Artificial Neural Network to Predict High-Temporal Resolution Pressure Data," Sustainability, MDPI, vol. 12(9), pages 1-17, May.
  5. Jennings, Will & Lewis-Beck, Michael & Wlezien, Christopher, 2020. "Election forecasting: Too far out?," International Journal of Forecasting, Elsevier, vol. 36(3), pages 949-962.
  6. repec:plo:pone00:0210426 is not listed on IDEAS
  7. Fetscher, Verena, 2020. "Equalizing Incomes in the Future : Why Structural Differences in Social Insurance Matter for Redistribution Preferences," CAGE Online Working Paper Series 463, Competitive Advantage in the Global Economy (CAGE).
  8. Paul Poast, 2013. "Issue linkage and international cooperation: An empirical investigation," Conflict Management and Peace Science, Peace Science Society (International), vol. 30(3), pages 286-303, July.
  9. Marcelo Santos & Marta Simões, 2021. "Globalisation, Welfare Models and Social Expenditure in OECD Countries," Open Economies Review, Springer, vol. 32(5), pages 1063-1088, November.
  10. Jushan Bai & Serena Ng, 2021. "Matrix Completion, Counterfactuals, and Factor Analysis of Missing Data," Journal of the American Statistical Association, Taylor & Francis Journals, vol. 116(536), pages 1746-1763, October.
  11. Feldkircher, Martin, 2014. "The determinants of vulnerability to the global financial crisis 2008 to 2009: Credit growth and other sources of risk," Journal of International Money and Finance, Elsevier, vol. 43(C), pages 19-49.
  12. Vendrell-Herrero, Ferran & Darko, Christian & Vaillant, Yancy, 2022. "Firm productivity and government contracts: The moderating role of corruption," Socio-Economic Planning Sciences, Elsevier, vol. 81(C).
  13. Ouedraogo, Idrissa & Ngoa Tabi, Henri & Atangana Ondoa, Henri & Jiya, Alex Nester, 2022. "Institutional quality and human capital development in Africa," Economic Systems, Elsevier, vol. 46(1).
  14. Charlinda Santifort-Jordan & Todd Sandler, 2014. "An Empirical Study of Suicide Terrorism: A Global Analysis," Southern Economic Journal, John Wiley & Sons, vol. 80(4), pages 981-1001, April.
  15. Nicole Baerg & Mark Hallerberg, 2022. "Council Checks of the Commission under the European Semester: Does Member State Power and Euroscepticism Still Matter?," Journal of Common Market Studies, Wiley Blackwell, vol. 60(1), pages 58-80, January.
  16. Martins, Rodrigo & Veiga, Francisco José, 2014. "Does voter turnout affect the votes for the incumbent government?," European Journal of Political Economy, Elsevier, vol. 36(C), pages 274-286.
  17. Andres, Antonio Rodriguez & Otero, Abraham & Amavilah, Voxi Heinrich, 2021. "Using Deep Learning Neural Networks to Predict the Knowledge Economy Index for Developing and Emerging Economies," MPRA Paper 109137, University Library of Munich, Germany.
  18. Miller, Ray & Bairoliya, Neha & Canning, David, 2019. "Health disparities and the socioeconomic gradient in elderly life-cycle consumption," The Journal of the Economics of Ageing, Elsevier, vol. 14(C).
  19. Nyarko, Julian, 2019. "We’ll See You in . . . Court! The lack of arbitration clauses in international commercial contracts," International Review of Law and Economics, Elsevier, vol. 58(C), pages 6-24.
  20. Tobias Böhmelt & Tina Freyburg, 2013. "The temporal dimension of the credibility of EU conditionality and candidate states’ compliance with the acquis communautaire, 1998–2009," European Union Politics, , vol. 14(2), pages 250-272, June.
  21. Pavel S. Stashevsky & Irina N. Yakovina & Tania M. Alarcon Falconi & Elena N. Naumova, 2019. "Agglomerative Clustering of Enteric Infections and Weather Parameters to Identify Seasonal Outbreaks in Cold Climates," IJERPH, MDPI, vol. 16(12), pages 1-19, June.
  22. Osamah Basheer Shukur & Muhammad Hisyam Lee, 2015. "Imputation of Missing Values in Daily Wind Speed Data Using Hybrid AR-ANN Method," Modern Applied Science, Canadian Center of Science and Education, vol. 9(11), pages 1-1, October.
  23. Ferran Vendrell-Herrero & Christian K. Darko & Emanuel Gomes & David W. Lehman, 2022. "Home-market economic development as a moderator of the self-selection and learning-by-exporting effects," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 53(7), pages 1519-1535, September.
  24. Strüver, Georg, 2012. "What Friends Are Made Of: Bilateral Linkages and Domestic Drivers of Foreign Policy Alignment with China," GIGA Working Papers 209, GIGA German Institute of Global and Area Studies.
  25. DeLang, Mason & Taheri, Sema A. & Hutchison, Robert & Hawke, Nathan, 2022. "Tackling UCR's missing data problem: A multiple imputation approach," Journal of Criminal Justice, Elsevier, vol. 79(C).
  26. Dudu, Hasan & Smeets Kristkova, Zuzana, "undated". "Impact of CAP Pillar II Payments on Agricultural Productivity," 2017 International Congress, August 28-September 1, 2017, Parma, Italy 261171, European Association of Agricultural Economists.
  27. David Wutchiett & Claire Durand, 2022. "Multilevel and time-series missing value imputation for combined survey and longitudinal context data," Quality & Quantity: International Journal of Methodology, Springer, vol. 56(3), pages 1799-1828, June.
  28. Caccavale, Oscar Maria & Giuffrida, Valerio, 2020. "The Proteus composite index: Towards a better metric for global food security," World Development, Elsevier, vol. 126(C).
  29. Miller, Ray & Chin, Sayorn & Sedai, Ashish Kumar, 2022. "The welfare cost of late-life depression," Journal of Economic Behavior & Organization, Elsevier, vol. 204(C), pages 15-36.
  30. Koryu Sato & Haruko Noguchi, 2023. "Impact of Retirement on Health: Evidence from 35 Countries," Working Papers 2301, Waseda University, Faculty of Political Science and Economics.
  31. Ibrahim Farouq & Zunaidah Sulong, 2025. "The asymmetric effect of blue economy on growth sustainability in the oil-dependent countries: an empirical evidence from the non-linear approach," SN Business & Economics, Springer, vol. 5(7), pages 1-40, July.
  32. Shige Song, 2013. "Prenatal malnutrition and subsequent foetal loss risk: Evidence from the 1959-1961 Chinese famine," Demographic Research, Max Planck Institute for Demographic Research, Rostock, Germany, vol. 29(26), pages 707-728.
  33. Badi H. Baltagi & Georges Bresson & Anoop Chaturvedi & Guy Lacroix, 2022. "Robust Dynamic Space-Time Panel Data Models Using ε-contamination: An Application to Crop Yields and Climate Change," Center for Policy Research Working Papers 254, Center for Policy Research, Maxwell School, Syracuse University.
  34. Badi H. Baltagi & Georges Bresson & Jean-Michel Etienne, 2020. "Growth Empirics: a Bayesian Semiparametric Model With Random Coefficients for a Panel of OECD Countries," Advances in Econometrics, in: Essays in Honor of Cheng Hsiao, volume 41, pages 217-253, Emerald Group Publishing Limited.
  35. Carl Henrik Knutsen, 2012. "Democracy and economic growth: A survey of arguments and results," International Area Studies Review, Center for International Area Studies, Hankuk University of Foreign Studies, vol. 15(4), pages 393-415, December.
  36. Rhoden, Imke & Weller, Daniel & Voit, Ann-Katrin, 2021. "Spatio-temporal dynamics of European innovation: An exploratory approach via multivariate functional data cluster analysis," Ruhr Economic Papers 926, RWI - Leibniz-Institut für Wirtschaftsforschung, Ruhr-University Bochum, TU Dortmund University, University of Duisburg-Essen.
  37. Mohammed Abdullah & Murshed Chowdhury, 2020. "Foreign Direct Investment and Total Factor Productivity: Any Nexus?," Margin: The Journal of Applied Economic Research, National Council of Applied Economic Research, vol. 14(2), pages 164-190, May.
  38. Mercè Crosas & Gary King & James Honaker & Latanya Sweeney, 2015. "Automating Open Science for Big Data," The ANNALS of the American Academy of Political and Social Science, , vol. 659(1), pages 260-273, May.
  39. Nurcan Kilinc-Ata & Emine Kaya & Abdulkadir Barut, 2025. "Exploring the Influence of Democracy, Rule of Law, and Societal Well-being on Climate Action in OECD Nations," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 16(3), pages 13719-13752, September.
  40. R. Michael Alvarez & Jian Cao & Yimeng Li, 2021. "Voting Experiences, Perceptions of Fraud, and Voter Confidence," Social Science Quarterly, Southwestern Social Science Association, vol. 102(4), pages 1225-1238, July.
  41. Monika Rakos & Janos Szendrak & Laszlo Erdey & Peter Miklos Komives & Veronika Fenyves, 2022. "Analysis of the Economic Situation of Energy Companies in Central and Eastern Europe," International Journal of Energy Economics and Policy, Econjournals, vol. 12(4), pages 553-562, July.
  42. Lara Lopez & Fernando L. Vázquez & Ángela J. Torres & Patricia Otero & Vanessa Blanco & Olga Díaz & Mario Páramo, 2020. "Long-Term Effects of a Cognitive Behavioral Conference Call Intervention on Depression in Non-Professional Caregivers," IJERPH, MDPI, vol. 17(22), pages 1-24, November.
  43. Kobayashi, Yoshiharu & Heinrich, Tobias & Bryant, Kristin A., 2021. "Public support for development aid during the COVID-19 pandemic," World Development, Elsevier, vol. 138(C).
  44. Josh Siepel & Marcus Dejardin, 2020. "How do we measure firm performance? A review of issues facing entrepreneurship researchers," Working Papers halshs-02571478, HAL.
  45. Muhammad Salar Khan, 2021. "Estimating a new panel MSK dataset for comparative analyses of national absorptive capacity systems, economic growth, and development in low and middle income economies," Papers 2109.05529, arXiv.org.
  46. Khan, Muhammad Salar, 2022. "Absorptive capacities and economic growth in low- and middle-income economies," Structural Change and Economic Dynamics, Elsevier, vol. 62(C), pages 156-188.
  47. Bjørn Høyland & Vibeke Wøien Hansen, 2014. "Issue-specific policy-positions and voting in the Council," European Union Politics, , vol. 15(1), pages 59-81, March.
  48. Despoina Ioannidou & Laure Malherbe & Maxime Beauchamp & Nicolas P.A. Saby & Roseline Bonnard & Julien Caudeville, 2018. "Characterization of Environmental Health Inequalities Due to Polyaromatic Hydrocarbon Exposure in France," IJERPH, MDPI, vol. 15(12), pages 1-20, November.
  49. Helge Holtermann, 2012. "Explaining the Development–Civil War Relationship," Conflict Management and Peace Science, Peace Science Society (International), vol. 29(1), pages 56-78, February.
  50. Jiaxu Peng & Jungpil Hahn & Ke-Wei Huang, 2023. "Handling Missing Values in Information Systems Research: A Review of Methods and Assumptions," Information Systems Research, INFORMS, vol. 34(1), pages 5-26, March.
  51. Steven V. Miller, 2017. "Individual-level expectations of executive authority under territorial threat," Conflict Management and Peace Science, Peace Science Society (International), vol. 34(5), pages 526-545, September.
  52. Vibeke Wøien Hansen, 2014. "Incomplete information and bargaining in the EU: An explanation of first-reading non-agreements," European Union Politics, , vol. 15(4), pages 472-495, December.
  53. Joe Garmondyu Greaves, 2018. "Investigating Saving and Investment Relationship: Evidence from an Autoregressive Distributed Lag Bounds Testing Approach in Liberia," International Journal of Economics and Financial Issues, Econjournals, vol. 8(4), pages 89-104.
  54. Muhammad Salar Khan, 2021. "Absorptive capacities and economic growth in low and middle income economies," Papers 2109.11550, arXiv.org.
  55. Andrew Miles, 2016. "Obtaining Predictions from Models Fit to Multiply Imputed Data," Sociological Methods & Research, , vol. 45(1), pages 175-185, February.
  56. Michelle S. Phelps & Devah Pager, 2016. "Inequality and Punishment," The ANNALS of the American Academy of Political and Social Science, , vol. 663(1), pages 185-203, January.
  57. Andrea Flori & Simone Giansante & Claudia Girardone & Fabio Pammolli, 2021. "Banks’ business strategies on the edge of distress," Annals of Operations Research, Springer, vol. 299(1), pages 481-530, April.
  58. Zio, Enrico, 2022. "Prognostics and Health Management (PHM): Where are we and where do we (need to) go in theory and practice," Reliability Engineering and System Safety, Elsevier, vol. 218(PA).
  59. Patrick Wagner & Michael Plouffe, 2019. "Electoral systems and trade-policy outcomes: the effects of personal-vote incentives on barriers to international trade," Public Choice, Springer, vol. 180(3), pages 333-352, September.
  60. Tobias Heinrich & Matt W. Loftis, 2019. "Democracy Aid and Electoral Accountability," Journal of Conflict Resolution, Peace Science Society (International), vol. 63(1), pages 139-166, January.
  61. Eric Neumayer & Katharina Gabriela Pfaff & Thomas Plümper, 2024. "Protest against Covid-19 containment policies in European countries," Journal of Peace Research, Peace Research Institute Oslo, vol. 61(3), pages 398-412, May.
  62. Hamed SAMBO, 2018. "Understanding the effect of international remittances on undernourishment in Sub-Saharan Africa: A spatial model approach," Region et Developpement, Region et Developpement, LEAD, Universite du Sud - Toulon Var, vol. 47, pages 43-61.
  63. Sam R Bell & David Cingranelli & Amanda Murdie & Alper Caglayan, 2013. "Coercion, capacity, and coordination: Predictors of political violence," Conflict Management and Peace Science, Peace Science Society (International), vol. 30(3), pages 240-262, July.
  64. Jing Yi & Samantha Cohen & Sarah Rehkamp & Patrick Canning & Miguel I. Gómez & Houtian Ge, 2023. "Overcoming data barriers in spatial agri‐food systems analysis: A flexible imputation framework," Journal of Agricultural Economics, Wiley Blackwell, vol. 74(3), pages 686-701, September.
  65. Antonio Fernando Lavareda Jacob Junior & Fabricio Almeida do Carmo & Adamo Lima de Santana & Ewaldo Eder Carvalho Santana & Fabio Manoel Franca Lobato, 2024. "EvoImp: Multiple Imputation of Multi-label Classification data with a genetic algorithm," PLOS ONE, Public Library of Science, vol. 19(1), pages 1-23, January.
  66. Inhwan Ko & Aseem Prakash, 2022. "Signaling climate resilience to municipal bond markets: does membership in adaptation-focused voluntary clubs affect bond rating?," Climatic Change, Springer, vol. 171(1), pages 1-19, March.
  67. Fernando L. Vázquez & Lara López & Ángela J. Torres & Patricia Otero & Vanessa Blanco & Olga Díaz & Mario Páramo, 2020. "Analysis of the Components of a Cognitive-Behavioral Intervention for the prevention of Depression Administered via Conference Call to Nonprofessional Caregivers: A Randomized Controlled Trial," IJERPH, MDPI, vol. 17(6), pages 1-18, March.
  68. Jian Cao & Christina M. Ramirez & R. Michael Alvarez, 2022. "The politics of vaccine hesitancy in the United States," Social Science Quarterly, Southwestern Social Science Association, vol. 103(1), pages 42-54, January.
  69. Matilde Jeppesen, 2021. "What we hoped for and what we achieved: Tax performance of Semi‐Autonomous Revenue Authorities in sub‐Saharan Africa," Public Administration & Development, Blackwell Publishing, vol. 41(3), pages 115-127, August.
  70. Anja Breitwieser & Katharina Wick, 2013. "What We Miss By Missing Data: Aid Effectiveness Revisited," Vienna Economics Papers vie1302, University of Vienna, Department of Economics.
  71. Espen Geelmuyden Rød & Carl Henrik Knutsen & Håvard Hegre, 2020. "The determinants of democracy: a sensitivity analysis," Public Choice, Springer, vol. 185(1), pages 87-111, October.
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