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Communications in Statistics - Simulation and Computation Volume 52, 2023 - Issue 6
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Articles

Constructing UpSet plot for survey data with weights using SAS and R software

Camilo Gomeza Department of Population Health Sciences, College of Medicine, University of Central Florida, Orlando, Florida, USA
,
Alexander V. Goponenkob Department of Computer Science, College of Engineering and Computer Science, University of Central Florida, Orlando, Florida, USA
&
Julia N. Soulakovaa Department of Population Health Sciences, College of Medicine, University of Central Florida, Orlando, Florida, USACorrespondence[email protected]
Pages 2320-2326 | Received 17 Sep 2020, Accepted 11 Mar 2021, Published online: 23 Mar 2021

References

  • Conway, J. R., A. Lex, and N. Gehlenborg. 2017. UpSetR: An R package for the visualization of intersecting sets and their properties. Bioinformatics (Oxford, England) 33 (18):2938–40. doi:10.1093/bioinformatics/btx364.
  • Gueorguieva, R., E. Buta, P. Simon, S. Krishnan-Sarin, and S. S. O’Malley. 2020. Data visualization tools of tobacco product use patterns, transitions and sex differences in the PATH youth data. Nicotine & Tobacco Research: Official Journal of the Society for Research on Nicotine and Tobacco 22 (10):1901–908. doi:10.1093/ntr/ntaa056.
  • Ha, T., and J. N. Soulakova. 2018. Importance of adjusting for multi-stage design when analyzing data from complex surveys. In New Frontiers of Biostatistics and Bioinformatics, ed. Y. Zhao and D.-G. Chen, 257–68. Cham, Switzerland: Springer Nature. doi:10.1007/978-3-319-99389-8.
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  • Lex, A., N. Gehlenborg, H. Strobelt, R. Vuillemot, and H. Pfister. 2014. UpSet: Visualization of intersecting sets. IEEE Transactions on Visualization and Computer Graphics 20 (12):1983–92. doi:10.1109/TVCG.2014.2346248.
  • Lohr, S. L. 2012. “Using SAS® for the design, analysis, and visualization of complex surveys.” SAS Global Forum. http://support.sas.com/resources/papers/proceedings12/343-2012.pdf.
  • Owens, V. L., T. Ha, and J. N. Soulakova. 2019. Widespread use of flavored e-cigarettes and hookah tobacco in the United States. Preventive Medicine Reports 14:100854. doi:10.1016/j.pmedr.2019.100854.
  • Parsons, V., C. Moriarity, K. Jonas, T. Moore, K. Davis, and L. Tompkins. 2014. Design and estimation for the national health interview survey, 2006–2015. Issue 2, p. 1–53. Vital and Health Statistics, Centers for Disease Control and Prevention, National Center for Health Statistics.
  • R Core Team. 2020. R: A language and environment for statistical computing. Vienna, Austria.
  • Sarkar, D. 2021. UpSet plot using GTL. SAS Blogs.
  • SAS Institute Inc. 2012. SAS/STAT Software, Survey Analysis. Cary, NC.
  • StataCorp. 2019. Stata statistical software: Release 16. College Station, TX: StataCorp LLC.
  • U.S. Bureau of Labor Statistics and U.S. Census Bureau. 2006. Design and methodology: current population survey, technical paper 66. https://www.census.gov/prod/2006pubs/tp-66.pdf.
  • U.S. Census Bureau and U.S Bureau of Labor Statistics. 2020. Current Population Survey Homepage. https://www.census.gov/programs-surveys/cps.html.
  • U.S. Department of Commerce and U.S. Census Bureau. 2016. National Cancer Institute and Food and Drug Administration co-sponsored Tobacco Use Supplement to the Current Population Survey. 2014–15. Technical Documentation. https://www.census.gov/programs-surveys/cps/technical-documentation/complete.html.
  • U.S. Department of Health and Human Services. 2020. Centers for Disease Control and Prevention, National Center for Health Statistics, National Health Interview Survey Homepage. https://www.cdc.gov/nchs/nhis/index.htm.

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