IDEAS home Printed from https://ideas.repec.org/r/bes/amstat/v61y2007mfebruaryp79-90.html

Much Ado About Nothing: A Comparison of Missing Data Methods and Software to Fit Incomplete Data Regression Models

Citations

Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
as


Cited by:

  1. Gedikoglu, Haluk & Parcell, Joseph L., 2013. "Implications of Survey Sampling Design for Missing Data Imputation," 2013 Annual Meeting, August 4-6, 2013, Washington, D.C. 149679, Agricultural and Applied Economics Association.
  2. Schomaker, Michael & Heumann, Christian, 2014. "Model selection and model averaging after multiple imputation," Computational Statistics & Data Analysis, Elsevier, vol. 71(C), pages 758-770.
  3. repec:hum:wpaper:sfb649dp2016-021 is not listed on IDEAS
  4. Göran Kauermann & Mehboob Ali, 2021. "Semi-parametric regression when some (expensive) covariates are missing by design," Statistical Papers, Springer, vol. 62(4), pages 1675-1696, August.
  5. repec:jss:jstsof:45:i04 is not listed on IDEAS
  6. Cain Polidano & Ha Vu, 2012. "Labour market impacts from disability onset," ANU Working Papers in Economics and Econometrics 2012-583, Australian National University, College of Business and Economics, School of Economics.
  7. R Florez-Lopez, 2010. "Effects of missing data in credit risk scoring. A comparative analysis of methods to achieve robustness in the absence of sufficient data," Journal of the Operational Research Society, Palgrave Macmillan;The OR Society, vol. 61(3), pages 486-501, March.
  8. Hapfelmeier, A. & Ulm, K., 2014. "Variable selection by Random Forests using data with missing values," Computational Statistics & Data Analysis, Elsevier, vol. 80(C), pages 129-139.
  9. Hapfelmeier, A. & Hothorn, T. & Ulm, K., 2012. "Recursive partitioning on incomplete data using surrogate decisions and multiple imputation," Computational Statistics & Data Analysis, Elsevier, vol. 56(6), pages 1552-1565.
  10. Celeste Combrinck & Vanessa Scherman & David Maree & Sarah Howie, 2018. "Multiple Imputation for Dichotomous MNAR Items Using Recursive Structural Equation Modeling With Rasch Measures as Predictors," SAGE Open, , vol. 8(1), pages 21582440187, February.
  11. Labohm, Katharina & Baaken, Dominik & Hess, Sebastian, "undated". "Mikromarktstrukturen der Rohmilchautomaten in Deutschland," 61st Annual Conference, Berlin, Germany, September 22-24, 2021 317053, German Association of Agricultural Economists (GEWISOLA).
  12. Trimborn, Simon & Härdle, Wolfgang Karl, 2018. "CRIX an Index for cryptocurrencies," Journal of Empirical Finance, Elsevier, vol. 49(C), pages 107-122.
  13. Margaret L McNairy & Deanna Jannat-Khah & Jean W Pape & Adias Marcelin & Patrice Joseph & Jean Edward Mathon & Serena Koenig & Martin Wells & Daniel W Fitzgerald & Arthur Evans, 2018. "Predicting death and lost to follow-up among adults initiating antiretroviral therapy in resource-limited settings: Derivation and external validation of a risk score in Haiti," PLOS ONE, Public Library of Science, vol. 13(8), pages 1-16, August.
  14. Yi-Sheng Chao & Hsing-Chien Wu & Chao-Jung Wu & Wei-Chih Chen, 2018. "Index or illusion: The case of frailty indices in the Health and Retirement Study," PLOS ONE, Public Library of Science, vol. 13(7), pages 1-19, July.
  15. Rachel Griffith & Rodrigo Lluberas & Melanie Lührmann, 2016. "Gluttony and Sloth? Calories, Labor Market Activity and the Rise of Obesity," Journal of the European Economic Association, European Economic Association, vol. 14(6), pages 1253-1286.
  16. Zhong, Hua & Hu, Wuyang, 2015. "Farmers’ Willingness to Engage in Best Management Practices: an Application of Multiple Imputation," 2015 Annual Meeting, January 31-February 3, 2015, Atlanta, Georgia 196962, Southern Agricultural Economics Association.
  17. repec:jss:jstsof:29:i09 is not listed on IDEAS
  18. Lena Walther & Lukas M. Fuchs & Jürgen Schupp & Christian von Scheve, 2019. "Living Conditions and the Mental Health and Well-being of Refugees: Evidence from a Representative German Panel Study," SOEPpapers on Multidisciplinary Panel Data Research 1029, DIW Berlin, The German Socio-Economic Panel (SOEP).
  19. Valentino Dardanoni & Giuseppe De Luca & Salvatore Modica & Franco Peracchi, 2012. "A generalized missing-indicator approach to regression with imputed covariates," Stata Journal, StataCorp LLC, vol. 12(4), pages 575-604, December.
  20. repec:jss:jstsof:45:i03 is not listed on IDEAS
  21. Dardanoni, Valentino & Modica, Salvatore & Peracchi, Franco, 2011. "Regression with imputed covariates: A generalized missing-indicator approach," Journal of Econometrics, Elsevier, vol. 162(2), pages 362-368, June.
  22. Upadhayay, Neha B. & Rocchetta, Silvia & Gupta, Shivam & Kamble, Sachin & Stekelorum, Rebecca, 2024. "Blazing the trail: The role of digital and green servitization on technological innovation," Technovation, Elsevier, vol. 130(C).
  23. Ruiwen Zhou & Huiqiong Li & Jianguo Sun & Niansheng Tang, 2022. "A new approach to estimation of the proportional hazards model based on interval-censored data with missing covariates," Lifetime Data Analysis: An International Journal Devoted to Statistical Methods and Applications for Time-to-Event Data, Springer, vol. 28(3), pages 335-355, July.
  24. Adriano Zanin Zambom & Gregory J. Matthews, 2021. "Sure independence screening in the presence of missing data," Statistical Papers, Springer, vol. 62(2), pages 817-845, April.
  25. Präg, Patrick, 2018. "Nonresponse to Items on Self-Reported Delinquency. A Review and Evaluation of Missing Data Techniques," SocArXiv y9sv7, Center for Open Science.
  26. Ke-Hai Yuan & Fan Yang-Wallentin & Peter M. Bentler, 2012. "ML Versus MI for Missing Data With Violation of Distribution Conditions," Sociological Methods & Research, , vol. 41(4), pages 598-629, November.
  27. McDonough, Ian K. & Millimet, Daniel L., 2017. "Missing data, imputation, and endogeneity," Journal of Econometrics, Elsevier, vol. 199(2), pages 141-155.
  28. James Honaker & Gary King, 2010. "What to Do about Missing Values in Time‐Series Cross‐Section Data," American Journal of Political Science, John Wiley & Sons, vol. 54(2), pages 561-581, April.
  29. Lê, Félice & Diez Roux, Ana & Morgenstern, Hal, 2013. "Effects of child and adolescent health on educational progress," Social Science & Medicine, Elsevier, vol. 76(C), pages 57-66.
  30. Werber Borut & Baggia Alenka & Žnidaršič Anja, 2018. "Factors Affecting the Intentions to Use RFID Subcutaneous Microchip Implants for Healthcare Purposes," Organizacija, Sciendo, vol. 51(2), pages 121-133, May.
  31. repec:hal:journl:peer-00815561 is not listed on IDEAS
  32. 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.
  33. Kontopantelis, Evangelos & Springate, David A & Parisi, Rosa & Reeves, David, 2016. "Simulation-Based Power Calculations for Mixed Effects Modeling: ipdpower in Stata," Journal of Statistical Software, Foundation for Open Access Statistics, vol. 74(i12).
  34. Fitzpatrick, Trevor & Mues, Christophe, 2016. "An empirical comparison of classification algorithms for mortgage default prediction: evidence from a distressed mortgage market," European Journal of Operational Research, Elsevier, vol. 249(2), pages 427-439.
  35. Zachary D Rethorn & Alessandra N Garcia & Chad E Cook & Oren N Gottfried, 2020. "Quantifying the collective influence of social determinants of health using conditional and cluster modeling," PLOS ONE, Public Library of Science, vol. 15(11), pages 1-18, November.
  36. Audronė Telešienė & Jelle Boeve-de Pauw & Daphne Goldman & Ralph Hansmann, 2021. "Evaluating an Educational Intervention Designed to Foster Environmental Citizenship among Undergraduate University Students," Sustainability, MDPI, vol. 13(15), pages 1-19, July.
  37. Louis Anthony (Tony) Cox, Jr & Douglas A. Popken, 2008. "Overcoming Confirmation Bias in Causal Attribution: A Case Study of Antibiotic Resistance Risks," Risk Analysis, John Wiley & Sons, vol. 28(5), pages 1155-1172, October.
  38. David (David Patrick) Madden, 2012. "The relationship between low birthweight and socioeconomic status in Ireland," Working Papers 201214, School of Economics, University College Dublin.
  39. Fulvio Castellacci & José Miguel Natera, 2011. "A new panel dataset for cross-country analyses of national systems, growth and development (CANA)," Working Papers del Instituto Complutense de Estudios Internacionales 1105, Universidad Complutense de Madrid, Instituto Complutense de Estudios Internacionales.
  40. Brady T. West & Patricia Berglund & Steven G. Heeringa, 2008. "A closer examination of subpopulation analysis of complex-sample survey data," Stata Journal, StataCorp LLC, vol. 8(4), pages 520-531, December.
  41. Consentino, Fabrizio & Claeskens, Gerda, 2010. "Order selection tests with multiply imputed data," Computational Statistics & Data Analysis, Elsevier, vol. 54(10), pages 2284-2295, October.
  42. Kristian Kleinke & Mark Stemmler & Jost Reinecke & Friedrich Lösel, 2011. "Efficient ways to impute incomplete panel data," AStA Advances in Statistical Analysis, Springer;German Statistical Society, vol. 95(4), pages 351-373, December.
IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.