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missMDA: A Package for Handling Missing Values in Multivariate Data Analysis

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Cited by:

  1. Seán Schmitz & Sophia Becker & Laura Weiand & Norman Niehoff & Frank Schwartzbach & Erika von Schneidemesser, 2019. "Determinants of Public Acceptance for Traffic-Reducing Policies to Improve Urban Air Quality," Sustainability, MDPI, vol. 11(14), pages 1-16, July.
  2. 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).
  3. Jan Kluge & Sarah Lappöhn & Kerstin Plank, 2023. "Predictors of TFP growth in European countries," Empirica, Springer;Austrian Institute for Economic Research;Austrian Economic Association, vol. 50(1), pages 109-140, February.
  4. Althouse, Jeffrey & Cahen-Fourot, Louison & Carballa-Smichowski, Bruno & Durand, Cédric & Knauss, Steven, 2023. "Ecologically unequal exchange and uneven development patterns along global value chains," World Development, Elsevier, vol. 170(C).
  5. Alexandra Descarpentrie & Mégane Estevez & Gilles Brabant & Stéphanie Vandentorren & Sandrine Lioret, 2022. "Lifestyle Patterns of Children Experiencing Homelessness: Family Socio-Ecological Correlates and Links with Physical and Mental Health," IJERPH, MDPI, vol. 19(23), pages 1-15, December.
  6. Hironori Tohyama, 2024. "Technological and Institutional Space, Entrepreneurial Activities and Innovation in Asian Economies," Journal of Entrepreneurship and Innovation in Emerging Economies, Entrepreneurship Development Institute of India, vol. 10(2), pages 147-180, July.
  7. Koning, Stephanie M., 2019. "Displacement contexts and violent landscapes: How conflict and displacement structure women's lives and ongoing threats at the Thai-Myanmar border," Social Science & Medicine, Elsevier, vol. 240(C).
  8. Alex Armand & Paul Atwell & Joseph F. Gomes & Yannik Schenk, 2023. "It’s a Bird, it’s a Plane, it’s Superman! Using Mass Media to fight Intolerance," LIDAM Discussion Papers IRES 2023012, Université catholique de Louvain, Institut de Recherches Economiques et Sociales (IRES).
  9. Tomas Adam & Filip Novotny, 2018. "Assessing the External Demand of the Czech Economy: Nowcasting Foreign GDP Using Bridge Equations," Working Papers 2018/18, Czech National Bank.
  10. Marc Jan Bonder & Stephen J. Clark & Felix Krueger & Siyuan Luo & João Agostinho de Sousa & Aida M. Hashtroud & Thomas M. Stubbs & Anne-Katrien Stark & Steffen Rulands & Oliver Stegle & Wolf Reik & Fe, 2024. "scEpiAge: an age predictor highlighting single-cell ageing heterogeneity in mouse blood," Nature Communications, Nature, vol. 15(1), pages 1-15, December.
  11. Nicholas Tierney & Dianne Cook, 2018. "Expanding tidy data principles to facilitate missing data exploration, visualization and assessment of imputations," Monash Econometrics and Business Statistics Working Papers 14/18, Monash University, Department of Econometrics and Business Statistics.
  12. Danley, Brian & Bjärstig, Therese & Sandström, Camilla, 2021. "At the limit of volunteerism? Swedish family forest owners and two policy strategies to increase forest biodiversity," Land Use Policy, Elsevier, vol. 105(C).
  13. Zhijian Li & Christoph Kuppe & Susanne Ziegler & Mingbo Cheng & Nazanin Kabgani & Sylvia Menzel & Martin Zenke & Rafael Kramann & Ivan G. Costa, 2021. "Chromatin-accessibility estimation from single-cell ATAC-seq data with scOpen," Nature Communications, Nature, vol. 12(1), pages 1-14, December.
  14. Maria Lucia Parrella & Giuseppina Albano & Michele La Rocca & Cira Perna, 2019. "Reconstructing missing data sequences in multivariate time series: an application to environmental data," Statistical Methods & Applications, Springer;Società Italiana di Statistica, vol. 28(2), pages 359-383, June.
  15. Michael Greenacre & Patrick J. F Groenen & Trevor Hastie & Alfonso Iodice d’Enza & Angelos Markos & Elena Tuzhilina, 2023. "Principal component analysis," Economics Working Papers 1856, Department of Economics and Business, Universitat Pompeu Fabra.
  16. Benjamin B. Sun & Stephanie J. Loomis & Fabrizio Pizzagalli & Natalia Shatokhina & Jodie N. Painter & Christopher N. Foley & Megan E. Jensen & Donald G. McLaren & Sai Spandana Chintapalli & Alyssa H. , 2022. "Genetic map of regional sulcal morphology in the human brain from UK biobank data," Nature Communications, Nature, vol. 13(1), pages 1-13, December.
  17. Pernot, Delphine, 2021. "Internet shopping for Everyday Consumer Goods: An examination of the purchasing and travel practices of click and pickup outlet customers," Research in Transportation Economics, Elsevier, vol. 87(C).
  18. Jakob Fiedler & Josef Ruzicka & Thomas Theobald, 2019. "The Real-Time Information Content of Financial Stress and Bank Lending on European Business Cycles," IMK Working Paper 198-2019, IMK at the Hans Boeckler Foundation, Macroeconomic Policy Institute.
  19. Ettie M. Lipner & Joshua French & Carleton R. Bern & Katherine Walton-Day & David Knox & Michael Strong & D. Rebecca Prevots & James L. Crooks, 2020. "Nontuberculous Mycobacterial Disease and Molybdenum in Colorado Watersheds," IJERPH, MDPI, vol. 17(11), pages 1-15, May.
  20. Kowarik, Alexander & Templ, Matthias, 2016. "Imputation with the R Package VIM," Journal of Statistical Software, Foundation for Open Access Statistics, vol. 74(i07).
  21. Julien Broséus & Sébastien Hergalant & Julia Vogt & Eugen Tausch & Markus Kreuz & Anja Mottok & Christof Schneider & Caroline Dartigeas & Damien Roos-Weil & Anne Quinquenel & Charline Moulin & German , 2023. "Molecular characterization of Richter syndrome identifies de novo diffuse large B-cell lymphomas with poor prognosis," Nature Communications, Nature, vol. 14(1), pages 1-19, December.
  22. Thilo N. H. Albers & Felix Kersting & Fabian Kosse, 2022. "Income Misperception and Populism," CESifo Working Paper Series 10059, CESifo.
  23. Houssame Eddine Balouli & Lazhar Chine, 2018. "Using Principal Component Analysis and Cluster Analysis to determine agricultural capacities of Algeria," Post-Print hal-03455876, HAL.
  24. Elisabeth Ilinca & Ancuta Fedorca & Iulia Baciu & Mihai Fedorca & Georgeta Ionescu, 2022. "The Road ahead on Implementing Non-Invasive Genetic Monitoring of Multispecies in the Carpathians," Land, MDPI, vol. 11(12), pages 1-28, December.
  25. Paolo Fornaro & Henri Luomaranta, 2020. "Nowcasting Finnish real economic activity: a machine learning approach," Empirical Economics, Springer, vol. 58(1), pages 55-71, January.
  26. Haag, Lucy & Oberrauch, Luis & Brahm, Taiga & Biewen, Martin, 2025. "Understanding the Gender Gap in Economic Literacy – Evidence from Germany," EconStor Preprints 308430, ZBW - Leibniz Information Centre for Economics.
  27. Laurent Augusto & Antra Boča, 2022. "Tree functional traits, forest biomass, and tree species diversity interact with site properties to drive forest soil carbon," Nature Communications, Nature, vol. 13(1), pages 1-12, December.
  28. Delphine Pernot, 2020. "Internet shopping for Everyday Consumer Goods: An examination of the purchasing and travel practices of click and pickup outlet customers," Post-Print hal-02512133, HAL.
  29. Debón, A. & Chaves, L. & Haberman, S. & Villa, F., 2017. "Characterization of between-group inequality of longevity in European Union countries," Insurance: Mathematics and Economics, Elsevier, vol. 75(C), pages 151-165.
  30. Albrizio, R. & Puig-Sirera, À. & Sellami, M.H. & Guida, G. & Basile, A. & Bonfante, A. & Gambuti, A. & Giorio, P., 2023. "Water stress, yield, and grape quality in a hilly rainfed “Aglianico” vineyard grown in two different soils along a slope," Agricultural Water Management, Elsevier, vol. 279(C).
  31. Schalk Burger & Searle Silverman & Gary van Vuuren, 2018. "Deriving Correlation Matrices for Missing Financial Time-Series Data," International Journal of Economics and Finance, Canadian Center of Science and Education, vol. 10(10), pages 105-105, October.
  32. Cahen-Fourot, Louison & Campiglio, Emanuele & Dawkins, Elena & Godin, Antoine & Kemp-Benedict, Eric, 2020. "Looking for the Inverted Pyramid: An Application Using Input-Output Networks," Ecological Economics, Elsevier, vol. 169(C).
  33. Roy, Arkaprava & Ghosal, Subhashis, 2022. "Optimal Bayesian smoothing of functional observations over a large graph," Journal of Multivariate Analysis, Elsevier, vol. 189(C).
  34. Bousbia, Aissam & Gueroui, Yassine & Aouadi, Abdellah & Teweldebirhan, Mahilet Dawit & Bessa, Rui José Branquinho & Symeon, George & Boudalia, Sofiane, 2024. "Typology analysis of cattle farms in Northeast Algeria: Potential for sustainable development," Agricultural Systems, Elsevier, vol. 218(C).
  35. Nougarèdes, Brigitte & Melot, Romain & Vanel, Laurie & Campardon, Myriam & Brahimi, Dyhia & Hammond, Roy & Mesini, Béatrice & Perrin, Coline, 2024. "Do planning practices hinder on-farm diversification in peri-urban Mediterranean France?," Land Use Policy, Elsevier, vol. 147(C).
  36. Akira Shinkyu, 2023. "Forward Selection for Feature Screening and Structure Identification in Varying Coefficient Models," Sankhya A: The Indian Journal of Statistics, Springer;Indian Statistical Institute, vol. 85(1), pages 485-511, February.
  37. Thilo N. H. Albers & Felix Kersting & Fabian Kosse, 2022. "Income Misperception and Populism," SOEPpapers on Multidisciplinary Panel Data Research 1177, DIW Berlin, The German Socio-Economic Panel (SOEP).
  38. Albers, Thilo N. H. & Kersting, Felix & Kosse, Fabian, 2023. "Income misperception and populism," W.E.P. - Würzburg Economic Papers 104, University of Würzburg, Department of Economics.
  39. Albers, Thilo Nils Hendrik & Kersting, Felix & Kosse, Fabian, 2022. "Income Misperception and Populism," Rationality and Competition Discussion Paper Series 344, CRC TRR 190 Rationality and Competition.
  40. Cahen-Fourot, Louison, 2020. "Contemporary capitalisms and their social relation to the environment," Ecological Economics, Elsevier, vol. 172(C).
  41. Pépin, Antonin & Morel, Kevin & van der Werf, Hayo M.G., 2021. "Conventionalised vs. agroecological practices on organic vegetable farms: Investigating the influence of farm structure in a bifurcation perspective," Agricultural Systems, Elsevier, vol. 190(C).
  42. Neiler Medina & Yared Abayneh Abebe & Arlex Sanchez & Zoran Vojinovic, 2020. "Assessing Socioeconomic Vulnerability after a Hurricane: A Combined Use of an Index-Based approach and Principal Components Analysis," Sustainability, MDPI, vol. 12(4), pages 1-31, February.
  43. Albers, Thilo N. H. & Kersting, Felix & Kosse, Fabian, 2022. "Income Misperception and Populism," IZA Discussion Papers 15673, Institute of Labor Economics (IZA).
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