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Censoring of outcomes and regressors due to survey nonresponse: Identification and estimation using weights and imputations

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Cited by:

  1. Susan Godlonton, 2020. "Employment Risk and Job-Seeker Performance," Journal of Human Resources, University of Wisconsin Press, vol. 55(1), pages 194-239.
  2. bunten, devin michelle & Fu, Ellen & Rolheiser, Lyndsey & Severen, Christopher, 2024. "The Problem Has Existed over Endless Years: Racialized Difference in Commuting, 1980–2019," Journal of Urban Economics, Elsevier, vol. 141(C).
  3. Kreider, Brent & Pepper, John V., 2007. "Disability and Employment: Reevaluating the Evidence in Light of Reporting Errors," Journal of the American Statistical Association, American Statistical Association, vol. 102, pages 432-441, June.
  4. Lothar Essig & Joachim K. Winter, 2009. "Item Non-Response to Financial Questions in Household Surveys: An Experimental Study of Interviewer and Mode Effects," Fiscal Studies, Institute for Fiscal Studies, vol. 30(Special I), pages 367-390, December.
  5. Andreas Steinhauer, 2018. "Working Moms, Childlessness, and Female Identity," Working Papers hal-03475468, HAL.
  6. Kaitlin Anderson & Gema Zamarro & Jennifer Steele & Trey Miller, 2021. "Comparing Performance of Methods to Deal With Differential Attrition in Randomized Experimental Evaluations," Evaluation Review, , vol. 45(1-2), pages 70-104, February.
  7. Inkmann, Joachim, 2001. "Accounting for Nonresponse Heterogeneity in Panel Data," CoFE Discussion Papers 01/03, University of Konstanz, Center of Finance and Econometrics (CoFE).
  8. Winter, Joachim, 0000. "Bracketing effects in categorized survey questions and the measurement of economic quantities," Sonderforschungsbereich 504 Publications 02-35, Sonderforschungsbereich 504, Universität Mannheim;Sonderforschungsbereich 504, University of Mannheim.
  9. Molinari, Francesca, 2010. "Missing Treatments," Journal of Business & Economic Statistics, American Statistical Association, vol. 28(1), pages 82-95.
  10. David S. Lee, 2002. "Trimming for Bounds on Treatment Effects with Missing Outcomes," NBER Technical Working Papers 0277, National Bureau of Economic Research, Inc.
  11. Steinhauer, Andreas, 2018. "Working Moms, Childlessness, and Female Identity," CEPR Discussion Papers 12929, C.E.P.R. Discussion Papers.
  12. repec:spo:wpmain:info:hdl:2441/1a68qg411o9bg9jp7fhgh60n5p is not listed on IDEAS
  13. Bruno Arpino & Elisabetta De Cao & Franco Peracchi, 2011. "Using panel data to partially identify HIV prevalence When HIV status is not missing at random," Working Papers 048, "Carlo F. Dondena" Centre for Research on Social Dynamics (DONDENA), Università Commerciale Luigi Bocconi.
  14. Manski, Charles F., 2016. "Credible interval estimates for official statistics with survey nonresponse," Journal of Econometrics, Elsevier, vol. 191(2), pages 293-301.
  15. Marco Castillo & Ragan Petrie, 2007. "Discrimination in the Warplace: Evidence from a Civil War in Peru," Experimental Economics Center Working Paper Series 2007-10, Experimental Economics Center, Andrew Young School of Policy Studies, Georgia State University.
  16. Kamat, Vishal, 2019. "Identification with Latent Choice Sets," TSE Working Papers 19-1031, Toulouse School of Economics (TSE).
  17. Cho, Yoonyoung. & Kalomba, Davie. & Mobarak, Ahmed Mushfiq. & Orozco, Víctor., 2015. "Differences in the effects of vocational training on men and women : constraints on women and drop-out behaviour," ILO Working Papers 994874103402676, International Labour Organization.
  18. Inkmann, Joachim, 2006. "Compensating wage differentials for defined benefit and defined contribution occupational pension scheme benefits," LSE Research Online Documents on Economics 24516, London School of Economics and Political Science, LSE Library.
  19. Nicoletti, Cheti & Peracchi, Franco, 2004. "The effects of income imputation on micro analyses: evidence from the ECHP," ISER Working Paper Series 2004-19, Institute for Social and Economic Research.
  20. Nicoletti, Cheti, 2006. "Nonresponse in dynamic panel data models," Journal of Econometrics, Elsevier, vol. 132(2), pages 461-489, June.
  21. International Labour Office., 2004. "Global employment trends : January 2004," Global Employment Trends Reports 994802133402676, International Labour Office, Economic and Labour Market Analysis Department.
  22. Yongwei Chen & Dahai Fu, 2015. "Measuring income inequality using survey data: the case of China," The Journal of Economic Inequality, Springer;Society for the Study of Economic Inequality, vol. 13(2), pages 299-307, June.
  23. Luc Behaghel & Bruno Crépon & Marc Gurgand & Thomas Le Barbanchon, 2015. "Please Call Again: Correcting Nonresponse Bias in Treatment Effect Models," The Review of Economics and Statistics, MIT Press, vol. 97(5), pages 1070-1080, December.
  24. Jakiela,Pamela & Ozier,Owen, 2018. "Gendered language," Policy Research Working Paper Series 8464, The World Bank.
  25. Philip A. Haile & Elie Tamer, 2003. "Inference with an Incomplete Model of English Auctions," Journal of Political Economy, University of Chicago Press, vol. 111(1), pages 1-51, February.
  26. Molinari, Francesca, 2008. "Partial identification of probability distributions with misclassified data," Journal of Econometrics, Elsevier, vol. 144(1), pages 81-117, May.
  27. Karsten Marshall Elseth Rieck & Kjetil Telle, 2012. "Sick leave before, during and after pregnancy," Discussion Papers 690, Statistics Norway, Research Department.
  28. Jeffrey M. Wooldridge, 2002. "Inverse probability weighted M-estimators for sample selection, attrition, and stratification," Portuguese Economic Journal, Springer;Instituto Superior de Economia e Gestao, vol. 1(2), pages 117-139, August.
  29. Kapteyn, Arie & Michaud, Pierre-Carl & Smith, James P. & van Soest, Arthur, 2006. "Effects of Attrition and Non-Response in the Health and Retirement Study," IZA Discussion Papers 2246, Institute for the Study of Labor (IZA).
  30. Guido W. Imbens & Charles F. Manski, 2004. "Confidence Intervals for Partially Identified Parameters," Econometrica, Econometric Society, vol. 72(6), pages 1845-1857, November.
  31. repec:hal:pseose:halshs-01245539 is not listed on IDEAS
  32. Keisuke Hirano & Guido W. Imbens & Geert Ridder & Donald B. Rubin, 2001. "Combining Panel Data Sets with Attrition and Refreshment Samples," Econometrica, Econometric Society, vol. 69(6), pages 1645-1659, November.
  33. Eugene Kouassi & Jean Paul Tchankam & Oluyele Akinkugbe & J. M. Brou Bosson, 2022. "Is the intergenerational transmission of poverty a fallacy? Evidence from Botswana survey data," Journal of International Development, John Wiley & Sons, Ltd., vol. 34(8), pages 1476-1495, November.
  34. Andrew M. Jones & Xander Koolman & Nigel Rice, 2006. "Health‐related non‐response in the British Household Panel Survey and European Community Household Panel: using inverse‐probability‐weighted estimators in non‐linear models," Journal of the Royal Statistical Society Series A, Royal Statistical Society, vol. 169(3), pages 543-569, July.
  35. Kraft, Holger & Kroisandt, Gerald & Müller, Marlene, 2002. "Assessing the discriminatory power of credit scores," SFB 373 Discussion Papers 2002,67, Humboldt University of Berlin, Interdisciplinary Research Project 373: Quantification and Simulation of Economic Processes.
  36. Esmerelda A. Ramalho & Richard Smith, 2003. "Discrete choice non-response," CeMMAP working papers 07/03, Institute for Fiscal Studies.
  37. Damm, Anna Piil & Mattana, Elena & Nielsen, Helena Skyt, 2022. "Effects of school displacement on academic achievement and wellbeing of ethnic minorities," Labour Economics, Elsevier, vol. 79(C).
  38. Charles F. Manski, 2000. "Using Studies of Treatment Response to Inform Treatment Choice in Heterogeneous Populations," NBER Technical Working Papers 0263, National Bureau of Economic Research, Inc.
  39. Jeff Dominitz & Robert P. Sherman, 2006. "Identification and estimation of bounds on school performance measures: a nonparametric analysis of a mixture model with verification," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 21(8), pages 1295-1326, December.
  40. Andrew Chesher & Adam Rosen, 2018. "Generalized instrumental variable models, methods, and applications," CeMMAP working papers CWP43/18, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
  41. van den Berg, Gerard J & Lindeboom, Maarten & Dolton, Peter J, 2004. "Survey non-response and unemployment duration," Working Paper Series 2004:12, IFAU - Institute for Evaluation of Labour Market and Education Policy.
  42. Martin Huber, 2012. "Identification of Average Treatment Effects in Social Experiments Under Alternative Forms of Attrition," Journal of Educational and Behavioral Statistics, , vol. 37(3), pages 443-474, June.
  43. Galichon, Alfred & Henry, Marc, 2009. "A test of non-identifying restrictions and confidence regions for partially identified parameters," Journal of Econometrics, Elsevier, vol. 152(2), pages 186-196, October.
  44. Arie Beresteanu & Francesca Molinari, 2008. "Asymptotic Properties for a Class of Partially Identified Models," Econometrica, Econometric Society, vol. 76(4), pages 763-814, July.
  45. Charles F. Manski & John D. Straub, 2000. "Worker Perceptions of Job Insecurity in the Mid-1990s: Evidence from the Survey of Economic Expectations," Journal of Human Resources, University of Wisconsin Press, vol. 35(3), pages 447-479.
  46. Fabling, Richard & Grimes, Arthur & Stevens, Philip, 2008. "A Comparison of Qualitative and Quantitative Firm Performance Measures," Occasional Papers 08/4, Ministry of Economic Development, New Zealand.
  47. John Fitzgerald & Peter Gottschalk & Robert Moffitt, 1998. "An Analysis of Sample Attrition in Panel Data: The Michigan Panel Study of Income Dynamics," Journal of Human Resources, University of Wisconsin Press, vol. 33(2), pages 251-299.
  48. Rosalia Vazquez-Alvarez, 2003. "Anchoring Bias and Covariate Nonresponse," University of St. Gallen Department of Economics working paper series 2003 2003-19, Department of Economics, University of St. Gallen.
  49. Kapteyn, Arie & Michaud, Pierre-Carl & Smith, James P. & van Soest, Arthur, 2006. "Effects of Attrition and Non-Response in the Health and Retirement Study," IZA Discussion Papers 2246, Institute of Labor Economics (IZA).
  50. Arkadiusz Szydlowski, 2015. "Endogenous Censoring in the Mixed Proportional Hazard Model with an Application to Optimal Unemployment Insurance," Discussion Papers in Economics 15/06, Division of Economics, School of Business, University of Leicester.
  51. Giulio Tarditi, 2007. "Poverty Analysis in the European Union: A Fuzzy Multidimensional Approach," Rivista di Politica Economica, SIPI Spa, vol. 97(6), pages 37-80, November-.
  52. Gundersen, Craig & Kreider, Brent & Pepper, John, 2012. "The impact of the National School Lunch Program on child health: A nonparametric bounds analysis," Journal of Econometrics, Elsevier, vol. 166(1), pages 79-91.
  53. Regina Riphahn & Oliver Serfling, 2005. "Item non-response on income and wealth questions," Empirical Economics, Springer, vol. 30(2), pages 521-538, September.
  54. Inkmann, J., 2005. "Inverse Probability Weighted Generalised Empirical Likelihood Estimators : Firm Size and R&D Revisited," Discussion Paper 2005-131, Tilburg University, Center for Economic Research.
  55. Charles F. Manski, 2015. "Communicating Uncertainty in Official Economic Statistics: An Appraisal Fifty Years after Morgenstern," Journal of Economic Literature, American Economic Association, vol. 53(3), pages 631-653, September.
  56. Christopher J. Gerry & Georgios Papadopoulos, 2015. "Sample attrition in the RLMS, 2001–10," The Economics of Transition, The European Bank for Reconstruction and Development, vol. 23(2), pages 425-468, April.
  57. Christopher R. Bollinger & Barry T. Hirsch, 2006. "Match Bias from Earnings Imputation in the Current Population Survey: The Case of Imperfect Matching," Journal of Labor Economics, University of Chicago Press, vol. 24(3), pages 483-520, July.
  58. Anders Holm & Mads Meier Jæger, 2009. "Selection Bias in Educational Transition Models: Theory and Empirical Evidence," CAM Working Papers 2009-05, University of Copenhagen. Department of Economics. Centre for Applied Microeconometrics.
  59. Onur Başer & Joseph C. Gardiner & Cathy J. Bradley & Hüseyin Yüce & Charles Given, 2006. "Longitudinal analysis of censored medical cost data," Health Economics, John Wiley & Sons, Ltd., vol. 15(5), pages 513-525, May.
  60. Rodríguez-Oreggia, Eduardo & López-Videla, Bruno, 2015. "Imputación de ingresos laborales. Una aplicación con encuestas de empleo en México," El Trimestre Económico, Fondo de Cultura Económica, vol. 0(325), pages .117-146, enero-mar.
  61. Martin Huber, 2010. "Identification of average treatment effects in social experiments under different forms of attrition," University of St. Gallen Department of Economics working paper series 2010 2010-22, Department of Economics, University of St. Gallen.
  62. James L. Powell, 2017. "Identification and Asymptotic Approximations: Three Examples of Progress in Econometric Theory," Journal of Economic Perspectives, American Economic Association, vol. 31(2), pages 107-124, Spring.
  63. Jeff Dominitz & Charles F. Manski, 2024. "Using Total Margin of Error to Account for Non-Sampling Error in Election Polls: The Case of Nonresponse," Papers 2407.19339, arXiv.org, revised Oct 2024.
  64. Cho,Yoonyoung & Kalomba, Davie & Mobarak,Ahmed Mushfiq & Orozco Olvera,Victor Hugo & Cho,Yoonyoung & Kalomba, Davie & Mobarak,Ahmed Mushfiq & Orozco Olvera,Victor Hugo, 2013. "Gender differences in the effects of vocational training : constraints on women and drop-out behavior," Policy Research Working Paper Series 6545, The World Bank.
  65. Zhiwei Zhang, 2010. "Profile Likelihood and Incomplete Data," International Statistical Review, International Statistical Institute, vol. 78(1), pages 102-116, April.
  66. repec:hal:spmain:info:hdl:2441/1a68qg411o9bg9jp7fhgh60n5p is not listed on IDEAS
  67. Tue Gørgens & Chris Ryan, 2008. "A bounds analysis of school completion rates in Australia," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 23(3), pages 287-304.
  68. Giuseppe De Luca & Franco Peracchi, 2007. "A sample selection model for unit and item nonresponse in cross-sectional surveys," CEIS Research Paper 95, Tor Vergata University, CEIS.
  69. Brownstone, David, 1997. "Multiple Imputation Methodology for Missing Data, Non-Random Response, and Panel Attrition," University of California Transportation Center, Working Papers qt2zd6w6hh, University of California Transportation Center.
  70. Nicoletti, Cheti & Peracchi, Franco & Foliano, Francesca, 2011. "Estimating Income Poverty in the Presence of Missing Data and Measurement Error," Journal of Business & Economic Statistics, American Statistical Association, vol. 29(1), pages 61-72.
  71. Damm, Anna Piil & Mattana, Elena & Nielsen, Helena Skyt & Rouland, Benedicte, 2021. "Academic achievement and wellbeing of dual language learners: Evidence from a busing program," Journal of Urban Economics, Elsevier, vol. 126(C).
  72. Charles F. Manski, 2003. "Identification Problems in the Social Sciences and Everyday Life," Southern Economic Journal, John Wiley & Sons, vol. 70(1), pages 11-21, July.
  73. Beenstock, Michael & Chiswick, Barry R. & Paltiel, Ari, 2005. "Endogenous Assimilation and Immigrant Adjustment in Longitudinal Data," IZA Discussion Papers 1840, Institute of Labor Economics (IZA).
  74. Denis Conniffe & Vanessa Gash & Philip J., 2000. "Evaluating Programmes: Experiments, Non-Experiments and Propensity Scores," Papers WP126, Economic and Social Research Institute (ESRI).
  75. Charles F. Manski, 2022. "Inference with Imputed Data: The Allure of Making Stuff Up," Papers 2205.07388, arXiv.org.
  76. Dietz, Brian, 2001. "An Analysis Of Statistical Errors In Contingent Valuation Surveys," 2001 Annual meeting, August 5-8, Chicago, IL 20462, American Agricultural Economics Association (New Name 2008: Agricultural and Applied Economics Association).
  77. Nicoletti, Cheti & Peracchi, Franco & Foliano, Francesca, 2007. "Estimating income poverty in the presence of measurement error and missing data problems," ISER Working Paper Series 2007-15, Institute for Social and Economic Research.
  78. Vazquez-Alvarez, R. & Melenberg, B. & van Soest, A.H.O., 2001. "Nonparametric Bounds in the Presence of Item Nonresponse, Unfolding Brackets and Anchoring," Other publications TiSEM cb4befff-4232-459b-ab68-2, Tilburg University, School of Economics and Management.
  79. Horowitz, Joel L. & Manski, Charles F., 2006. "Identification and estimation of statistical functionals using incomplete data," Journal of Econometrics, Elsevier, vol. 132(2), pages 445-459, June.
  80. Esmeralda A. Ramalho & Richard J. Smith, 2013. "Discrete Choice Non-Response," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 80(1), pages 343-364.
  81. Konstantin Ash, 2022. "State weakness and support for ethnic violence in Southern Kyrgyzstan," Journal of Peace Research, Peace Research Institute Oslo, vol. 59(6), pages 860-875, November.
  82. Arvid Raknerud, 2002. "Identification, Estimation and Testing in Panel Data Models with Attrition: The Role of the Missing at Random Assumption," Discussion Papers 330, Statistics Norway, Research Department.
  83. Serdarevic, Nina & Strømland, Eirik & Tjøtta, Sigve, 2018. "It Pays to be Nice: The Benefits of Cooperating in Markets," Working Papers in Economics 12/18, University of Bergen, Department of Economics.
  84. Canay, Ivan A., 2010. "EL inference for partially identified models: Large deviations optimality and bootstrap validity," Journal of Econometrics, Elsevier, vol. 156(2), pages 408-425, June.
  85. Christoph Feichter & Frank Moers & Oscar Timmermans, 2022. "Relative Performance Evaluation and Competitive Aggressiveness," Journal of Accounting Research, Wiley Blackwell, vol. 60(5), pages 1859-1913, December.
  86. Emre Ekinci, 2009. "Dealing with Attrition When Refreshment Samples are Available: An Application to the Turkish Household Labor Force Survey," 2009 Meeting Papers 353, Society for Economic Dynamics.
  87. Baser, Onur & Gardiner, Joseph C & Bradley, Cathy J & Given, Charles W, 2004. "Estimation from Censored Medical Cost Data," MPRA Paper 102198, University Library of Munich, Germany.
  88. Charles F. Manski, 2014. "Communicating Uncertainty in Official Economic Statistics," NBER Working Papers 20098, National Bureau of Economic Research, Inc.
  89. Charles F Manski & Michael Gmeiner & Anat Tamburc, 2021. "Misguided Use of Observed Covariates to Impute Missing Covariates in Conditional Prediction: A Shrinkage Problem," Papers 2102.11334, arXiv.org.
  90. Maria Ana Odejar & Kostas Mavromaras & Mandy Ryan, 2004. "Messy Data Modelling in Health Care Contingent Valuation Studies," Econometric Society 2004 North American Summer Meetings 406, Econometric Society.
  91. Esteban-Bravo, Mercedes & Vidal-Sanz, Jose M., 2007. "Worst-case estimation for econometric models with unobservable components," Computational Statistics & Data Analysis, Elsevier, vol. 51(7), pages 3330-3354, April.
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