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MICE for multiple imputation of missing values

Citations

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Cited by:

  1. Thomas Leopold & Thorsten Schneider, 2009. "Schenkungen und Erbschaften im Lebenslauf: vergleichende Längsschnittanalysen zu intergenerationalen Transfers," SOEPpapers on Multidisciplinary Panel Data Research 234, DIW Berlin, The German Socio-Economic Panel (SOEP).
  2. Gerko Vink & Stef van Buuren, 2013. "Multiple Imputation of Squared Terms," Sociological Methods & Research, , vol. 42(4), pages 598-607, November.
  3. Simon Grund & Oliver Lüdtke & Alexander Robitzsch, 2023. "Handling Missing Data in Cross-Classified Multilevel Analyses: An Evaluation of Different Multiple Imputation Approaches," Journal of Educational and Behavioral Statistics, , vol. 48(4), pages 454-489, August.
  4. Klein, Sacha & Fries, Lauren & Emmons, Mary M., 2017. "Early care and education arrangements and young children's risk of foster placement: Findings from a National Child Welfare Sample," Children and Youth Services Review, Elsevier, vol. 83(C), pages 168-178.
  5. Jason L. Cummings, 2020. "Assessing U.S. Racial and Gender Differences in Happiness, 1972–2016: An Intersectional Approach," Journal of Happiness Studies, Springer, vol. 21(2), pages 709-732, February.
  6. King, Christian, 2018. "Food insecurity and child behavior problems in fragile families," Economics & Human Biology, Elsevier, vol. 28(C), pages 14-22.
  7. Minda Tan & Shuiyun Liu, 2023. "A Way of Human Capital Accumulation: Heterogeneous Impact of Shadow Education on Students’ Academic Performance in China," SAGE Open, , vol. 13(4), pages 21582440231, November.
  8. Juho Härkönen & Hande Kaymakçalan & Pirjo Mäki & Anja Taanila, 2012. "Prenatal Health, Educational Attainment, and Intergenerational Inequality: The Northern Finland Birth Cohort 1966 Study," Demography, Springer;Population Association of America (PAA), vol. 49(2), pages 525-552, May.
  9. Zimmerman, Gregory M. & Farrell, Chelsea & Posick, Chad, 2017. "Does the strength of the victim-offender overlap depend on the relationship between the victim and perpetrator?," Journal of Criminal Justice, Elsevier, vol. 48(C), pages 21-29.
  10. Denney, Justin T. & Brewer, Mackenzie & Kimbro, Rachel Tolbert, 2020. "Food insecurity in households with young children: A test of contextual congruence," Social Science & Medicine, Elsevier, vol. 263(C).
  11. Corrado Barbui & Federico Tedeschi & Ceren Acarturk & Minna Anttila & Teresa Au & Josef Baumgartner & Ken Carswell & Rachel Churchill & Pim Cuijpers & Eirini Karyotaki & Thomas Klein & Markus Koesters, 2023. "Risk factors for mental disorder development in asylum seekers and refugees resettled in Western Europe and Turkey: Participant-level analysis of two large prevention studies," International Journal of Social Psychiatry, , vol. 69(3), pages 664-674, May.
  12. Laura Upenieks & Matthew A. Andersson & Markus H. Schafer, 2021. "God, Father, Mother, Gender: How Are Religiosity and Parental Bonds During Childhood Linked to Midlife Flourishing?," Journal of Happiness Studies, Springer, vol. 22(7), pages 3199-3220, October.
  13. Fothergill, Kate E. & Ensminger, Margaret E. & Robertson, Judy & Green, Kerry M. & Thorpe, Roland J. & Juon, Hee-Soon, 2011. "Effects of social integration on health: A prospective study of community engagement among African American women," Social Science & Medicine, Elsevier, vol. 72(2), pages 291-298, January.
  14. McCuddy, Timothy & Vogel, Matt, 2015. "Beyond Traditional Interaction: Exploring the functional form of the exposure-offending association across online network size," Journal of Criminal Justice, Elsevier, vol. 43(2), pages 89-98.
  15. Richard J. Petts, 2009. "Fathers' Religious Involvement and Early Childhood Behavior," Working Papers 1208, Princeton University, School of Public and International Affairs, Center for Research on Child Wellbeing..
  16. Gerko Vink & Laurence E. Frank & Jeroen Pannekoek & Stef Buuren, 2014. "Predictive mean matching imputation of semicontinuous variables," Statistica Neerlandica, Netherlands Society for Statistics and Operations Research, vol. 68(1), pages 61-90, February.
  17. Lucia Mangiavacchi & Chiara Rapallini, 2014. "Self-Reported Economic Condition And Home Production: Intra-Household Allocation In Italy," Bulletin of Economic Research, Wiley Blackwell, vol. 66(3), pages 279-304, July.
  18. Seung-Hyun Lee & Kyeungrae Oh & Lorraine Eden, 2010. "Why Do Firms Bribe?," Management International Review, Springer, vol. 50(6), pages 775-796, December.
  19. Emma Zang & Anthony R. Bardo, 2019. "Objective and Subjective Socioeconomic Status, Their Discrepancy, and Health: Evidence from East Asia," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 143(2), pages 765-794, June.
  20. repec:pri:crcwel:wp07-03-ff is not listed on IDEAS
  21. Christian King, 2018. "Food insecurity and housing instability in vulnerable families," Review of Economics of the Household, Springer, vol. 16(2), pages 255-273, June.
  22. Martina Eschelbach, 2009. "Crown Princes and Benjamins: Birth Order and Educational Attainment in East and West Germany," Working Papers 085, Bavarian Graduate Program in Economics (BGPE).
  23. Patrick M. Regan & Richard W. Frank, 2014. "Migrant remittances and the onset of civil war," Conflict Management and Peace Science, Peace Science Society (International), vol. 31(5), pages 502-520, November.
  24. Antonio Zinilli, 2021. "Imputation methods for estimating public R&D funding: evidence from longitudinal data," Quality & Quantity: International Journal of Methodology, Springer, vol. 55(2), pages 707-729, April.
  25. Álvaro Choi & María Gil & Mauro Mediavilla & Javier Valbuena, 2016. "Double toil and trouble: grade retention and academic performance," Working Papers 2016/7, Institut d'Economia de Barcelona (IEB).
  26. Cody Warner & Gregory Sharp, 2024. "Nowhere to Launch? County-Level Correlates of Home-Leaving and Home-Returning," Population Research and Policy Review, Springer;Southern Demographic Association (SDA), vol. 43(3), pages 1-21, June.
  27. Deniz Yucel & Wen Fan, 2023. "Workplace flexibility, work–family interface, and psychological distress: differences by family caregiving obligations and gender," Applied Research in Quality of Life, Springer;International Society for Quality-of-Life Studies, vol. 18(4), pages 1825-1847, August.
  28. Jacquelien Dros & Otto R Maarsingh & Daniëlle A W M van der Windt & Frans J Oort & Gerben ter Riet & Sophia E J A de Rooij & François G Schellevis & Henriëtte E van der Horst & Henk C P M van Weert, 2011. "Profiling Dizziness in Older Primary Care Patients: An Empirical Study," PLOS ONE, Public Library of Science, vol. 6(1), pages 1-7, January.
  29. Watkins, Adam M. & Melde, Chris, 2018. "Gangs, gender, and involvement in crime, victimization, and exposure to violence," Journal of Criminal Justice, Elsevier, vol. 57(C), pages 11-25.
  30. Matthijs Kalmijn, 2015. "The Children of Intermarriage in Four European Countries," The ANNALS of the American Academy of Political and Social Science, , vol. 662(1), pages 246-265, November.
  31. Zhe Zhang & Corinne Reczek & Cynthia G. Colen, 2020. "Intergenerational Coresidence and Mothers’ Body Weight at Midlife," Population Research and Policy Review, Springer;Southern Demographic Association (SDA), vol. 39(6), pages 1051-1085, December.
  32. Michael King & Louise Marston & Igor Švab & Heidi-Ingrid Maaroos & Mirjam I Geerlings & Miguel Xavier & Vicente Benjamin & Francisco Torres-Gonzalez & Juan Angel Bellon-Saameno & Danica Rotar & Anu Al, 2011. "Development and Validation of a Risk Model for Prediction of Hazardous Alcohol Consumption in General Practice Attendees: The PredictAL Study," PLOS ONE, Public Library of Science, vol. 6(8), pages 1-10, August.
  33. Reza C. Daniels, 2012. "Univariate Multiple Imputation for Coarse Employee Income Data," SALDRU Working Papers 88, Southern Africa Labour and Development Research Unit, University of Cape Town.
  34. HwaJung Choi & Robert F. Schoeni & Kenneth M. Langa & Michele M. Heisler, 2015. "Spouse and Child Availability for Newly Disabled Older Adults: Socioeconomic Differences and Potential Role of Residential Proximity," The Journals of Gerontology: Series B, The Gerontological Society of America, vol. 70(3), pages 462-469.
  35. Ramey, David M. & Freelin, Brittany N., 2023. "Exploring the relationships between school suspension, ADHD diagnoses, and delinquency across different school punitive and special education climates," Children and Youth Services Review, Elsevier, vol. 148(C).
  36. Jennifer Van Hook & Susana Quiros & Michelle L. Frisco & Emnet Fikru, 2016. "It is Hard to Swim Upstream: Dietary Acculturation Among Mexican-Origin Children," Population Research and Policy Review, Springer;Southern Demographic Association (SDA), vol. 35(2), pages 177-196, April.
  37. Richard Grieve & John Cairns & Simon G. Thompson, 2010. "Improving costing methods in multicentre economic evaluation: the use of multiple imputation for unit costs," Health Economics, John Wiley & Sons, Ltd., vol. 19(8), pages 939-954, August.
  38. Shaun R. Seaman & Ian R. White & Andrew J. Copas & Leah Li, 2012. "Combining Multiple Imputation and Inverse-Probability Weighting," Biometrics, The International Biometric Society, vol. 68(1), pages 129-137, March.
  39. Sharon Vandivere & Karin E. Malm & Tiffany J. Allen & Sarah Catherine Williams & Amy McKlindon, 2017. "A Randomized Controlled Trial of Family Finding," Evaluation Review, , vol. 41(6), pages 542-567, December.
  40. Lee, RaeHyuck & Brooks-Gunn, Jeanne & Han, Wen-Jui & Waldfogel, Jane & Zhai, Fuhua, 2014. "Is participation in Head Start associated with less maternal spanking for boys and girls?," Children and Youth Services Review, Elsevier, vol. 46(C), pages 55-63.
  41. Colen, Cynthia G. & Ramey, David M., 2014. "Is breast truly best? Estimating the effects of breastfeeding on long-term child health and wellbeing in the United States using sibling comparisons," Social Science & Medicine, Elsevier, vol. 109(C), pages 55-65.
  42. Watkins, Adam M. & Taylor, Terrance J., 2016. "The prevalence, predictors, and criminogenic effect of joining a gang among urban, suburban, and rural youth," Journal of Criminal Justice, Elsevier, vol. 47(C), pages 133-142.
  43. Li-Hsueh Wu & Ruey-Ming Tsay, 2018. "The Search for Happiness: Work Experiences and Quality of Life of Older Taiwanese Men," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 136(3), pages 1031-1051, April.
  44. Jaenichen, Ursula & Sakshaug, Joseph, 2012. "Multiple imputation of household income in the first wave of PASS," FDZ Methodenreport 201202_en, Institut für Arbeitsmarkt- und Berufsforschung (IAB), Nürnberg [Institute for Employment Research, Nuremberg, Germany].
  45. Snopkowski, Kristin & Sear, Rebecca, 2015. "Grandparental help in Indonesia is directed preferentially towards needier descendants: A potential confounder when exploring grandparental influences on child health," Social Science & Medicine, Elsevier, vol. 128(C), pages 105-114.
  46. Jason R. D. Rarick & Carly Tubbs Dolan & Wen‐Jui Han & Jun Wen, 2018. "Relations Between Socioeconomic Status, Subjective Social Status, and Health in Shanghai, China," Social Science Quarterly, Southwestern Social Science Association, vol. 99(1), pages 390-405, March.
  47. Claire Vermaak, 2010. "The Impact of Multiple Imputation of Coarsened Data on Estimates on the Working Poor in South Africa," WIDER Working Paper Series wp-2010-086, World Institute for Development Economic Research (UNU-WIDER).
  48. Michelle L. Frisco & Susana Quiros & Jennifer Hook, 2016. "One Size May Not Fit All: How Obesity Among Mexican-Origin Youth Varies by Generation, Gender, and Age," Demography, Springer;Population Association of America (PAA), vol. 53(6), pages 2031-2043, December.
  49. repec:pri:crcwel:wp09-22-ff is not listed on IDEAS
  50. Spence, Naomi J. & Eberstein, Isaac W., 2009. "Age at first birth, parity, and post-reproductive mortality among white and black women in the US, 1982-2002," Social Science & Medicine, Elsevier, vol. 68(9), pages 1625-1632, May.
  51. Lombardi, Caitlin McPherran, 2021. "Family income and mothers’ parenting quality: Within-family associations from infancy to late childhood," Children and Youth Services Review, Elsevier, vol. 120(C).
  52. Catherine Kenney & Ryan Bogle, 2010. "Money, Honey if You Want to Get Along With Me: Money Management and Union Dissolution in Marriage and Cohabitation," Working Papers 25, Princeton University, School of Public and International Affairs, Center for Research on Child Wellbeing..
  53. Yue Ma & Yujuan Gao & Yue Wang & Haoyang Li & Lina Ma & Jiangchao Jing & Yaojiang Shi & Hongyu Guan & Nathan Congdon, 2018. "Impact of a Local Vision Care Center on Glasses Ownership and Wearing Behavior in Northwestern Rural China: A Cluster-Randomized Controlled Trial," IJERPH, MDPI, vol. 15(12), pages 1-12, December.
  54. Oya Kalaycioglu & Andrew Copas & Michael King & Rumana Z. Omar, 2016. "A comparison of multiple-imputation methods for handling missing data in repeated measurements observational studies," Journal of the Royal Statistical Society Series A, Royal Statistical Society, vol. 179(3), pages 683-706, June.
  55. Robynn Cox & Sally Wallace, 2013. "The Impact of Incarceration on Food Insecurity among Households with Children," Working Papers 1448, Princeton University, School of Public and International Affairs, Center for Research on Child Wellbeing..
  56. Michelle L. Frisco & Jason N. Houle & Molly A. Martin, 2009. "Adolescent Weight and Depressive Symptoms: For Whom is Weight a Burden?," Social Science Quarterly, Southwestern Social Science Association, vol. 90(4), pages 1019-1038, December.
  57. Dohoon Lee & Margot Jackson, 2017. "The Simultaneous Effects of Socioeconomic Disadvantage and Child Health on Children’s Cognitive Development," Demography, Springer;Population Association of America (PAA), vol. 54(5), pages 1845-1871, October.
  58. Juul Spaan & Ruben Gaalen & Matthijs Kalmijn, 2022. "Disentangling the Long-term Effects of Divorce Circumstances on Father–Child Closeness in Adulthood: A Mediation Analysis," European Journal of Population, Springer;European Association for Population Studies, vol. 38(5), pages 1183-1211, December.
  59. Douglas S. Noonan, 2007. "Finding an Impact of Preservation Policies: Price Effects of Historic Landmarks on Attached Homes in Chicago, 1990-1999," Economic Development Quarterly, , vol. 21(1), pages 17-33, February.
  60. Asit Bhattacharyya & Lorne Cummings, 2015. "Measuring Corporate Environmental Performance – Stakeholder Engagement Evaluation," Business Strategy and the Environment, Wiley Blackwell, vol. 24(5), pages 309-325, July.
  61. Zimmerman, Gregory M., 2016. "Examining gendered pathways in the causal chain linking neighborhood navigational strategies and unstructured socializing to adolescent violent offending," Journal of Criminal Justice, Elsevier, vol. 46(C), pages 94-105.
  62. repec:mpr:mprres:7890 is not listed on IDEAS
  63. Song, Lijun, 2015. "Does who you know in the positional hierarchy protect or hurt? Social capital, comparative reference group, and depression in two societies," Social Science & Medicine, Elsevier, vol. 136, pages 117-127.
  64. Simon Grund & Oliver Lüdtke & Alexander Robitzsch, 2018. "Multiple Imputation of Missing Data at Level 2: A Comparison of Fully Conditional and Joint Modeling in Multilevel Designs," Journal of Educational and Behavioral Statistics, , vol. 43(3), pages 316-353, June.
  65. Marcie Pitt-Catsouphes & Stephanie Cosner Berzin & Tay K. McNamara & Cal Halvorsen & Jim Emerman, 2016. "The Impact of the Purpose Prize™: Exploring a Method to Stimulate Social Entrepreneurship," Journal of Enterprising Culture (JEC), World Scientific Publishing Co. Pte. Ltd., vol. 24(02), pages 133-167, June.
  66. Schwartz, Joseph A. & Beaver, Kevin M., 2014. "A biosocial analysis of the sources of missing data in criminological research," Journal of Criminal Justice, Elsevier, vol. 42(6), pages 452-461.
  67. Lynch, Frances L. & Dickerson, John F. & Pears, Katherine C. & Fisher, Philip A., 2017. "Cost effectiveness of a school readiness intervention for foster children," Children and Youth Services Review, Elsevier, vol. 81(C), pages 63-71.
  68. HwaJung Choi & Robert F. Schoeni & Kenneth M. Langa & Michele M. Heisler, 2015. "Older Adults’ Residential Proximity to Their Children: Changes After Cardiovascular Events," The Journals of Gerontology: Series B, The Gerontological Society of America, vol. 70(6), pages 995-1004.
  69. Lee, Chioun & Ryff, Carol D., 2016. "Early parenthood as a link between childhood disadvantage and adult heart problems: A gender-based approach," Social Science & Medicine, Elsevier, vol. 171(C), pages 58-66.
  70. Angela Cipollone & Carlo D'Ippoliti, 2009. "Women's Employment: Beyond Individual Characteristics vs. Contextual Factors Explanations," Working Papers CELEG 0901, Dipartimento di Economia e Finanza, LUISS Guido Carli.
  71. Brewer, Mackenzie & Kimbro, Rachel Tolbert, 2014. "Neighborhood context and immigrant children's physical activity," Social Science & Medicine, Elsevier, vol. 116(C), pages 1-9.
  72. Anna R. Haskins, 2017. "Paternal Incarceration and Children’s Schooling Contexts: Intersecting Inequalities of Educational Opportunity," The ANNALS of the American Academy of Political and Social Science, , vol. 674(1), pages 134-162, November.
  73. Dinno, Alexis & Glantz, Stanton, 2009. "Tobacco control policies are egalitarian: A vulnerabilities perspective on clean indoor air laws, cigarette prices, and tobacco use disparities," Social Science & Medicine, Elsevier, vol. 68(8), pages 1439-1447, April.
  74. David W Lawson & Arijeta Makoli & Anna Goodman, 2013. "Sibling Configuration Predicts Individual and Descendant Socioeconomic Success in a Modern Post-Industrial Society," PLOS ONE, Public Library of Science, vol. 8(9), pages 1-9, September.
  75. Schafer, Markus H. & Upenieks, Laura, 2015. "Environmental disorder and functional decline among older adults: A layered context approach," Social Science & Medicine, Elsevier, vol. 124(C), pages 152-161.
  76. repec:iab:iabfme:201202(en is not listed on IDEAS
  77. Petrit Gashi & Iraj Hashi & Geoff Pugh, 2014. "Export behaviour of SMEs in transition countries," Small Business Economics, Springer, vol. 42(2), pages 407-435, February.
  78. Zhai, Fuhua & Raver, C. Cybele & Jones, Stephanie M., 2015. "Social and emotional learning services and child outcomes in third grade: Evidence from a cohort of Head Start participants," Children and Youth Services Review, Elsevier, vol. 56(C), pages 42-51.
  79. Lancee, Bram & ter Hoeven, Claartje L., 2010. "Self-rated health and sickness-related absence: The modifying role of civic participation," Social Science & Medicine, Elsevier, vol. 70(4), pages 570-574, February.
  80. Joseph Gyourko & Albert Saiz & Anita Summers, 2008. "A New Measure of the Local Regulatory Environment for Housing Markets: The Wharton Residential Land Use Regulatory Index," Urban Studies, Urban Studies Journal Limited, vol. 45(3), pages 693-729, March.
  81. Melissa A. Clark & Hanley S. Chiang & Tim Silva & Sheena McConnell & Kathy Sonnenfeld & Anastasia Erbe & Michael Puma, "undated". "The Effectiveness of Secondary Math Teachers from Teach For America and the Teaching Fellows Programs," Mathematica Policy Research Reports ad5192faecc9490288484de35, Mathematica Policy Research.
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