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mice: Multivariate Imputation by Chained Equations in R

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Cited by:

  1. Akifumi Eguchi & Kenichi Sakurai & Midori Yamamoto & Masahiro Watanabe & Aya Hisada & Tomoko Takahashi & Emiko Todaka & Chisato Mori, 2022. "Association between Total and Individual PCB Congener Levels in Maternal Serum and Birth Weight of Newborns: Results from the Chiba Study of Mother and Child Health Using Weighted Quantile Sum Regress," IJERPH, MDPI, vol. 19(2), pages 1-9, January.
  2. Hung Tong & Cristina Tortora, 2022. "Model-based clustering and outlier detection with missing data," Advances in Data Analysis and Classification, Springer;German Classification Society - Gesellschaft für Klassifikation (GfKl);Japanese Classification Society (JCS);Classification and Data Analysis Group of the Italian Statistical Society (CLADAG);International Federation of Classification Societies (IFCS), vol. 16(1), pages 5-30, March.
  3. Yang Zhao, 2022. "Diagnostic checking of multiple imputation models," AStA Advances in Statistical Analysis, Springer;German Statistical Society, vol. 106(2), pages 271-286, June.
  4. Noémi Kreif & Richard Grieve & Iván Díaz & David Harrison, 2015. "Evaluation of the Effect of a Continuous Treatment: A Machine Learning Approach with an Application to Treatment for Traumatic Brain Injury," Health Economics, John Wiley & Sons, Ltd., vol. 24(9), pages 1213-1228, September.
  5. Gerko Vink & Stef van Buuren, 2013. "Multiple Imputation of Squared Terms," Sociological Methods & Research, , vol. 42(4), pages 598-607, November.
  6. David Kaplan & Jianshen Chen, 2012. "A Two-Step Bayesian Approach for Propensity Score Analysis: Simulations and Case Study," Psychometrika, Springer;The Psychometric Society, vol. 77(3), pages 581-609, July.
  7. Sohum Thakkar & Skander Kazdaghli & Natansh Mathur & Iordanis Kerenidis & Andr'e J. Ferreira-Martins & Samurai Brito, 2023. "Improved Financial Forecasting via Quantum Machine Learning," Papers 2306.12965, arXiv.org, revised Apr 2024.
  8. Jiang, Wei & Josse, Julie & Lavielle, Marc, 2020. "Logistic regression with missing covariates—Parameter estimation, model selection and prediction within a joint-modeling framework," Computational Statistics & Data Analysis, Elsevier, vol. 145(C).
  9. André Blais & Eric Guntermann & Vincent Arel-Bundock & Ruth Dassonneville & Jean-François Laslier & Gabrielle Péloquin-Skulski, 2020. "Party Preference Representation," PSE Working Papers halshs-02946659, HAL.
  10. Kate R. Pawloski & Betty Kolod & Rabeea F. Khan & Vishal Midya & Tania Chen & Adeyemi Oduwole & Bernard Camins & Elena Colicino & I. Michael Leitman & Ismail Nabeel & Kristin Oliver & Damaskini Valvi, 2021. "Factors Associated with SARS-CoV-2 Infection in Physician Trainees in New York City during the First COVID-19 Wave," IJERPH, MDPI, vol. 18(10), pages 1-15, May.
  11. Vivekananda Das, 2023. "The effect of state Earned Income Tax Credit (EITC) eligibility on food insufficiency during the COVID-19 pandemic," Review of Economics of the Household, Springer, vol. 21(2), pages 485-518, June.
  12. Gessendorfer Jonathan & Beste Jonas & Drechsler Jörg & Sakshaug Joseph W., 2018. "Statistical Matching as a Supplement to Record Linkage: A Valuable Method to Tackle Nonconsent Bias?," Journal of Official Statistics, Sciendo, vol. 34(4), pages 909-933, December.
  13. Ali B. Barlas & Seda Guler Mert & Berk Orkun Isa & Alvaro Ortiz & Tomasa Rodrigo & Baris Soybilgen & Ege Yazgan, 2024. "Big data financial transactions and GDP nowcasting: The case of Turkey," Journal of Forecasting, John Wiley & Sons, Ltd., vol. 43(2), pages 227-248, March.
  14. Miika Mäki & Anna Erika Hägglund & Anna Rotkirch & Sangita Kulathinal & Mikko Myrskylä, 2022. "Stable marital histories predict happiness and health across educational groups," MPIDR Working Papers WP-2022-035, Max Planck Institute for Demographic Research, Rostock, Germany.
  15. Jona J Frasch & Ionela Petrea & Jana Chihai & Filip Smit & Matthijs Oud & Laura Shields-Zeeman, 2020. "Taking steps towards deinstitutionalizing mental health care within a low and middle-income country: A cross-sectional study of service user needs in the Republic of Moldova," International Journal of Social Psychiatry, , vol. 66(1), pages 49-57, February.
  16. Zhenghao Zeng & Yuqi Gu & Gongjun Xu, 2023. "A Tensor-EM Method for Large-Scale Latent Class Analysis with Binary Responses," Psychometrika, Springer;The Psychometric Society, vol. 88(2), pages 580-612, June.
  17. Abhilash Bandam & Eedris Busari & Chloi Syranidou & Jochen Linssen & Detlef Stolten, 2022. "Classification of Building Types in Germany: A Data-Driven Modeling Approach," Data, MDPI, vol. 7(4), pages 1-23, April.
  18. Todd J. Levy & Kevin Coppa & Jinxuan Cang & Douglas P. Barnaby & Marc D. Paradis & Stuart L. Cohen & Alex Makhnevich & David Klaveren & David M. Kent & Karina W. Davidson & Jamie S. Hirsch & Theodoros, 2022. "Development and validation of self-monitoring auto-updating prognostic models of survival for hospitalized COVID-19 patients," Nature Communications, Nature, vol. 13(1), pages 1-14, December.
  19. Michael D. Teter & Johannes O. Royset & Alexandra M. Newman, 2019. "Modeling uncertainty of expert elicitation for use in risk-based optimization," Annals of Operations Research, Springer, vol. 280(1), pages 189-210, September.
  20. Choonghyun Ahn & Yunji Hwang & Sue K Park, 2017. "Predictors of all-cause mortality among 514,866 participants from the Korean National Health Screening Cohort," PLOS ONE, Public Library of Science, vol. 12(9), pages 1-14, September.
  21. Claramunt González, Juan & van Delden, Arnout & de Waal, Ton, 2023. "Assessment of the effect of constraints in a new multivariate mixed method for statistical matching," Computational Statistics & Data Analysis, Elsevier, vol. 177(C).
  22. Ishac Diwan & Irina Vartanova, 2017. "The Effect of Patriarchal Culture on Women’s Labor Force Participation," Working Papers 1101, Economic Research Forum, revised 06 Jan 2017.
  23. Josephine Wood & Gregory J. Matthews & Jennifer Pellowski & Ofer Harel, 2019. "Comparing Different Planned Missingness Designs in Longitudinal Studies," Sankhya B: The Indian Journal of Statistics, Springer;Indian Statistical Institute, vol. 81(2), pages 226-250, December.
  24. Kevin Sandeman & Juho T Eineluoto & Joona Pohjonen & Andrew Erickson & Tuomas P Kilpeläinen & Petrus Järvinen & Henrikki Santti & Anssi Petas & Mika Matikainen & Suvi Marjasuo & Anu Kenttämies & Tuoma, 2020. "Prostate MRI added to CAPRA, MSKCC and Partin cancer nomograms significantly enhances the prediction of adverse findings and biochemical recurrence after radical prostatectomy," PLOS ONE, Public Library of Science, vol. 15(7), pages 1-14, July.
  25. Hugo Mell & Lou Safra & Yann Algan & Nicolas Baumard & Coralie Chevallier, 2017. "Childhood environmental harshness predicts coordinated health and reproductive strategies: A cross-sectional study of a nationally representative sample from France," Sciences Po publications info:hdl:2441/6n8ctn4s591, Sciences Po.
  26. Pierre O. Jacquet & Farid Pazhoohi & Charles Findling & Hugo Mell & Coralie Chevallier & Nicolas Baumard, 2021. "Predictive modeling of religiosity, prosociality, and moralizing in 295,000 individuals from European and non-European populations," Palgrave Communications, Palgrave Macmillan, vol. 8(1), pages 1-12, December.
  27. Ahfock, Daniel & Pyne, Saumyadipta & McLachlan, Geoffrey J., 2022. "Statistical file-matching of non-Gaussian data: A game theoretic approach," Computational Statistics & Data Analysis, Elsevier, vol. 168(C).
  28. Brunori, Paolo & Salas-Rojo, Pedro & Verme, Paolo, 2022. "Estimating Inequality with Missing Incomes," GLO Discussion Paper Series 1138, Global Labor Organization (GLO).
  29. Noboru Nakahara & Yusuke Matsuyama & Shiho Kino & Nomin Badrakhkhuu & Takuya Ogawa & Keiji Moriyama & Takeo Fujiwara & Ichiro Kawachi, 2020. "The Consumption of Sweets and Academic Performance among Mongolian Children," IJERPH, MDPI, vol. 17(23), pages 1-12, November.
  30. Erhardt, Erik & Murray-Krezan, Cristina & Regino, Lidia & Perez, Daniel & Bearer, Elaine L. & Page-Reeves, Janet, 2023. "Associations between depression and diabetes among Latinx patients from low-income households in New Mexico," Social Science & Medicine, Elsevier, vol. 320(C).
  31. Manuel S. González Canché, 2017. "Financial Benefits of Rapid Student Loan Repayment: An Analytic Framework Employing Two Decades of Data," The ANNALS of the American Academy of Political and Social Science, , vol. 671(1), pages 154-182, May.
  32. Carter, Travis M. & Wolfe, Scott E., 2021. "Explaining the relationship between neighborhood disorder and crime fear: The perceptual role of neighbors and the police," Journal of Criminal Justice, Elsevier, vol. 77(C).
  33. Boonstra Philip S. & Little Roderick J.A. & West Brady T. & Andridge Rebecca R. & Alvarado-Leiton Fernanda, 2021. "A Simulation Study of Diagnostics for Selection Bias," Journal of Official Statistics, Sciendo, vol. 37(3), pages 751-769, September.
  34. Hongliang Feng & Lulu Yang & Yannis Yan Liang & Sizhi Ai & Yaping Liu & Yue Liu & Xinyi Jin & Binbin Lei & Jing Wang & Nana Zheng & Xinru Chen & Joey W. Y. Chan & Raymond Kim Wai Sum & Ngan Yin Chan &, 2023. "Associations of timing of physical activity with all-cause and cause-specific mortality in a prospective cohort study," Nature Communications, Nature, vol. 14(1), pages 1-10, December.
  35. Alex Thompson & Scott Devine & Mike Kattan & Andrew Muir, 2014. "Prediction of Treatment Week Eight Response & Sustained Virologic Response in Patients Treated with Boceprevir Plus Peginterferon Alfa and Ribavirin," PLOS ONE, Public Library of Science, vol. 9(8), pages 1-8, August.
  36. Courtney M. Cooper & Jeff B. Langman & Dilshani Sarathchandra & Chantal A. Vella & Chloe B. Wardropper, 2020. "Perceived Risk and Intentions to Practice Health Protective Behaviors in a Mining-Impacted Region," IJERPH, MDPI, vol. 17(21), pages 1-18, October.
  37. repec:jss:jstsof:45:i01 is not listed on IDEAS
  38. Sebastian Kurten & David Winant & Kathleen Beullens, 2021. "Mothers Matter: Using Regression Tree Algorithms to Predict Adolescents’ Sharing of Drunk References on Social Media," IJERPH, MDPI, vol. 18(21), pages 1-16, October.
  39. Bo Zhang & Eric J. Tchetgen Tchetgen, 2022. "A semi‐parametric approach to model‐based sensitivity analysis in observational studies," Journal of the Royal Statistical Society Series A, Royal Statistical Society, vol. 185(S2), pages 668-691, December.
  40. Burim Ramosaj & Markus Pauly, 2019. "Predicting missing values: a comparative study on non-parametric approaches for imputation," Computational Statistics, Springer, vol. 34(4), pages 1741-1764, December.
  41. Geronimi, J. & Saporta, G., 2017. "Variable selection for multiply-imputed data with penalized generalized estimating equations," Computational Statistics & Data Analysis, Elsevier, vol. 110(C), pages 103-114.
  42. Refait-Alexandre, Catherine & Serve, Stéphanie, 2020. "Multiple banking relationships: Do SMEs mistrust their banks?," Research in International Business and Finance, Elsevier, vol. 51(C).
  43. Joshua C Fjelstul, 2022. "Explaining public opinion on the enforcement of the Stability and Growth Pact during the European sovereign debt crisis," European Union Politics, , vol. 23(2), pages 192-211, June.
  44. Ballering, Aranka V. & Bonvanie, Irma J. & Olde Hartman, Tim C. & Monden, Rei & Rosmalen, Judith G.M., 2020. "Gender and sex independently associate with common somatic symptoms and lifetime prevalence of chronic disease," Social Science & Medicine, Elsevier, vol. 253(C).
  45. Cédric Beaulac & Jeffrey S. Rosenthal, 2020. "BEST: a decision tree algorithm that handles missing values," Computational Statistics, Springer, vol. 35(3), pages 1001-1026, September.
  46. Larissa Shnayder & Frank J. Van Rijnsoever, 2018. "How expected outcomes, stakeholders, and institutions influence corporate social responsibility at different levels of large basic needs firms," Business Strategy and the Environment, Wiley Blackwell, vol. 27(8), pages 1689-1707, December.
  47. Ir`ene Irakoze & R'edempteur Ntawiratsa & David Niyukuri, 2023. "Handling missing data in Burundian sovereign bond market," Papers 2309.17379, arXiv.org.
  48. Helian Feng & Nicholas Mancuso & Alexander Gusev & Arunabha Majumdar & Megan Major & Bogdan Pasaniuc & Peter Kraft, 2021. "Leveraging expression from multiple tissues using sparse canonical correlation analysis and aggregate tests improves the power of transcriptome-wide association studies," PLOS Genetics, Public Library of Science, vol. 17(4), pages 1-21, April.
  49. Hugo Mell & Lou Safra & Perrine Demange & Yann Algan & Nicolas Baumard & Coralie Chevallier, 2020. "Early life adversity is associated with diminished social trust in adults," Working Papers hal-03393061, HAL.
  50. Seiler, A. & Papanagnou, C. & Scarf, P., 2020. "On the relationship between financial performance and position of businesses in supply chain networks," International Journal of Production Economics, Elsevier, vol. 227(C).
  51. Aleix Alcacer & Irene Epifanio & Jorge Valero & Alfredo Ballester, 2021. "Combining Classification and User-Based Collaborative Filtering for Matching Footwear Size," Mathematics, MDPI, vol. 9(7), pages 1-15, April.
  52. Annisa Rahmalia & Michael Holton Price & Yovita Hartantri & Bachti Alisjahbana & Rudi Wisaksana & Reinout van Crevel & Andre J A M van der Ven, 2019. "Are there differences in HIV retention in care between female and male patients in Indonesia? A multi-state analysis of a retrospective cohort study," PLOS ONE, Public Library of Science, vol. 14(6), pages 1-17, June.
  53. Brunori, Paolo & Davillas, Apostolos & Jones, Andrew M. & Scarchilli, Giovanna, 2022. "Model-based Recursive Partitioning to Estimate Unfair Health Inequalities in the United Kingdom Household Longitudinal Study," Journal of Economic Behavior & Organization, Elsevier, vol. 204(C), pages 543-565.
  54. Andrew Atkinson & Suzie Cro & James R. Carpenter & Michael G. Kenward, 2021. "Information anchored reference‐based sensitivity analysis for truncated normal data with application to survival analysis," Statistica Neerlandica, Netherlands Society for Statistics and Operations Research, vol. 75(4), pages 500-523, November.
  55. Phung Khanh Lam & Tran Van Ngoc & Truong Thi Thu Thuy & Nguyen Thi Hong Van & Tran Thi Nhu Thuy & Dong Thi Hoai Tam & Nguyen Minh Dung & Nguyen Thi Hanh Tien & Nguyen Tan Thanh Kieu & Cameron Simmons , 2017. "The value of daily platelet counts for predicting dengue shock syndrome: Results from a prospective observational study of 2301 Vietnamese children with dengue," PLOS Neglected Tropical Diseases, Public Library of Science, vol. 11(4), pages 1-20, April.
  56. Rodney P. Joseph & Michael Todd & Barbara E. Ainsworth & Sonia Vega-López & Marc A. Adams & Kevin Hollingshead & Steven P. Hooker & Glenn A. Gaesser & Colleen Keller, 2023. "Smart Walk : A Culturally Tailored Smartphone-Delivered Physical Activity Intervention for Cardiometabolic Risk Reduction among African American Women," IJERPH, MDPI, vol. 20(2), pages 1-25, January.
  57. Guanyu Liu & Linda M. Isbell & Bernhard Leidner, 2022. "How Does the Quiet Ego Relate to Happiness? A Path Model Investigation of the Relations Between the Quiet Ego, Self-Concept Clarity, and Well-Being," Journal of Happiness Studies, Springer, vol. 23(3), pages 1007-1020, March.
  58. Doove, L.L. & Van Buuren, S. & Dusseldorp, E., 2014. "Recursive partitioning for missing data imputation in the presence of interaction effects," Computational Statistics & Data Analysis, Elsevier, vol. 72(C), pages 92-104.
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